The PRQL: Two-Way Sync: The Future Of Database Communication With Ruben Burdin Of Stacksync The Data Stack Show podcast

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The Data Stack Show

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Re-Air: The Data Economy: Turning Information into a Tradable Commodity with Viktor Kessler of Vakamo 34:21

לפני 7 ימים34:21

34:21

This episode is a re-air of one of our most popular conversations from this year, featuring insights worth revisiting. Thank you for being part of the Data Stack community. Stay up to date with the latest episodes at datastackshow.com. This week on The Data Stack Show, the crew brings you another conversation live from Data Council in Oakland, California. In this episode, Viktor Kessler from Vakamo explores the evolution of data architecture from rigid warehouses to flexible Lakehouse systems. Powered by Apache Iceberg, this new approach enables seamless data sharing, governance, and potential monetization. Viktor discusses how open-source innovation is transforming data management, highlighting the shift towards treating data as a product and the emerging potential for AI-driven data exchanges. The conversation provides insights into the future of decentralized, adaptable data infrastructure and so much more. Highlights from this week’s conversation include: Viktor's Background and Journey in Data (1:20) Evolution of Data Architecture (4:41) The Lakehouse Concept (7:12) Open Source Innovation (11:05) Data Production and Decentralization (15:06) Governance in Decentralized Systems (18:53) Data Economy and Monetization (21:15) Security Concerns in Data Processing (24:21) Impact on Data Consumers (27:37) Compaction Issues in Data Tables (29:39) Open Source Lake Keeper Tool and Parting Thoughts (33:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Re-Air: The Future of AI: Superhuman Intelligence, Autonomous Coding, and the Path to AGI with Misha Laskin of ReflectionAI 52:43

לפני 14 ימים52:43

52:43

This episode is a re-air of one of our most popular conversations from this year, featuring insights worth revisiting. Thank you for being part of the Data Stack community. Stay up to date with the latest episodes at datastackshow.com. This week on The Data Stack Show, Eric and John welcome Misha Laskin, Co-Founder and CEO of ReflectionAI. Misha shares his journey from theoretical physics to AI, detailing his experiences at DeepMind. The discussion covers the development of AI technologies, the concepts of artificial general intelligence (AGI) and superhuman intelligence, and their implications for knowledge work. Misha emphasizes the importance of robust evaluation frameworks and the potential of AI to augment human capabilities. The conversation also touches on autonomous coding, geofencing in AI tasks, the future of human-AI collaboration, and more. Highlights from this week’s conversation include: Misha's Background and Journey in AI (1:13) Childhood Interest in Physics (4:43) Future of AI and Human Interaction (7:09) AI's Transformative Nature (10:12) Superhuman Intelligence in AI (12:44) Clarifying AGI and Superhuman Intelligence (15:48) Understanding AGI (18:12) Counterintuitive Intelligence (22:06) Reflection's Mission (25:00) Focus on Autonomous Coding (29:18) Future of Automation (34:00) Geofencing in Coding (38:01) Challenges of Autonomous Coding (40:46) Evaluations in AI Projects (43:27) Example of Evaluation Metrics (46:52) Starting with AI Tools and Final Takeaways (50:35) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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Re-Air: Ringing Out the Old: AI's Role in Redefining Data Teams, Tools, and Business Models 53:10

לפני 21 ימים53:10

53:10

This episode is a re-air of one of our most popular conversations from this year, featuring insights worth revisiting. Thank you for being part of the Data Stack community. Stay up to date with the latest episodes at datastackshow.com. This week on The Data Stack Show, Eric and John explore the transformative impact of artificial intelligence (AI) on technology and business. They discuss AI's rapid advancements, drawing parallels to historical shifts like e-commerce. The conversation explores the future of roles within companies, particularly in data management and SaaS products, and considers the broader implications for business operations. They also touch on the changing landscape of data roles, the accessibility of AI-driven services, the potential for AI to democratize high-value services and reshape industries, and more. Highlights from this week’s conversation include: The Impact of AI (1:25) Historical Context of Technology (2:31) Pre-existing Infrastructure for Change (4:42) AI as a Personal Assistant (7:10) Future of Company Roles (9:13) Managing Teams in a Dystopian AI Future (12:31) Business Architecture Choices (15:52) Integration Tool Usage (18:07) AI's Impact on Data Roles (21:53) AI as an Interface (24:04) Trust in AI vs. SQL (27:12) Snowflake's Acquisition of Dataflow (29:54) Regression to the Mean Concept (33:49) AI's Role in Data Platforms (37:04) User Experience in Data Tools (44:41) Future of Data Tools (46:57) Environment Variable Setup (51:10) Future of Software Implementation and Parting Thoughts (52:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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265: From Anxiety to Advantage: Navigating Data’s AI Revolution with Barry McCardel of Hex 1:02:53

לפני 28 ימים1:02:53

1:02:53

This week on The Data Stack Show , Barry McCardel, CEO and Co-Founder of Hex, joins Eric Dodds and John Wessel to discuss the transformative impact of AI on data teams and the broader data industry. The conversation explores how AI is reshaping workflows, team structures, and the very definition of data roles, while also addressing the anxieties and opportunities that come with rapid change. Barry shares Hex’s journey from having a dedicated AI team to fully integrating AI across the product, and offers insights on industry consolidation, the infinite demand for data insights, and the importance of embracing change. Key takeaways include the need for data professionals to adapt and focus on problem-solving, the growing value of context and curation, the competitive advantage for organizations that leverage AI-driven tools and foster a culture of innovation, and so much more. Highlights from this week’s conversation include: Welcoming Back Barry to The Show (1:07) Discussing Change, Uncertainty, And Anxiety In Data Roles (3:13) Exploring Excitement And Opportunity In AI Adoption (6:20) Redefining Data Roles And The Infinite Demand For Insight (9:37) The Impact Of AI On Data Workflows And Team Mindset (12:52) Evolving Team Structures And The End Of The Magic Team (16:49) Integrating AI Into Product Development At Hex (20:44) Comparing Industry Approaches To AI Features (24:56) How AI Changes Daily Workflows For Data Teams (28:52) The Virtuous Cycle Of Context, Curation, And Self-Serve (32:39) Managing Context And Evaluating AI Agent Performance (36:52) The Expanding Role Of Data Professionals In The AI Era (40:45) Industry Consolidation And The Modern Data Stack (44:32) Lessons From Acquisitions And Platform Shifts (48:18) Key Takeaways And Looking Ahead To Future Episodes (52:16) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The PRQL: Redefining Data Roles in an AI World with Barry McCardel of Hex 3:51

לפני 30 ימים3:51

3:51

In this bonus episode, Eric and John preview their upcoming conversation with Barry McCardel of Hex. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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264: Infrastructure as Code Meets AI: Simplifying Complexity in the Cloud with Alexander Patrushev of Nebius 52:59

לפני 5 weeks52:59

52:59

This week on The Data Stack Show , Alexander Patrushev joins John to share his journey from working on mainframes at IBM to leading AI infrastructure innovation at Nebius, with stops at VMware and AWS along the way. The discussion explores the evolution of AI and cloud infrastructure, the five pillars of successful machine learning projects, and the unique challenges of building and operating modern AI data centers—including energy consumption, cooling, and networking. Alexander also delves into the practicalities of infrastructure as code, the importance of data quality, and offers actionable advice for those looking to break into the AI field. Key takeaways include the need for strong data foundations, thoughtful project selection, and the value of leveraging existing skills and tools to succeed in the rapidly evolving AI landscape. Don’t miss this great conversation. Highlights from this week’s conversation include: Alexander’s Background and Early Career at IBM (1:06) Moving From Mainframes to Virtualization at VMware (4:09) Transitioning to AWS and Machine Learning Projects (8:22) What Was Missed From Mainframes and the Rise of Public Cloud (9:03) Security, Performance, and Economics in Cloud Infrastructure (12:40) The Five Pillars of Successful Machine Learning Projects (15:02) Choosing the Right ML Project: Data, Impact, and Existing Solutions (18:01) Real-World AI and ML Use Cases Across Industries (19:42) Building Specialized AI Clouds Versus Hyperscalers (22:08) Performance, Scalability, and Reliability in AI Infrastructure (25:18) Data Center Energy Consumption and Power Challenges (28:41) Cooling, Networking, and Supporting Systems in AI Data Centers (30:06) Infrastructure as Code and Tooling in AI (31:50) Lowering Complexity for AI Developers and the Role of Abstraction (34:08) Startup Opportunities in the AI Stack (38:53) When to Fine-Tune or Post-Train Foundation Models (43:41) Comparing and Testing Models With Tool Use (47:49) Skills and Advice for Entering the AI Field (49:18) Final Thoughts and Encouragement for AI Newcomers (52:31) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Powering the Future: AI Infrastructure, Energy, and the Cloud Revolution with Alexander Patrushev of Nebius 3:17

לפני 5 weeks3:17

3:17

In this bonus episode, John previews the upcoming conversation with Alexander Patrushev of Nebius. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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263: The End of Busywork: How AI Transforms Productivity at Scale with Alberto Rizzoli of V7 50:15

לפני 6 weeks50:15

50:15

This week on The Data Stack Show , AI entrepreneur Alberto Rizzoli shares his journey from early computer vision breakthroughs to leading the automation of back-office workflows at V7. The discussion explores the shift from bespoke model training to configurable AI solutions, the impact of automation on business roles, and emerging best practices for integrating AI into enterprises. Listeners will gain insight into how AI infrastructure is moving from labs to everyday businesses, which roles are most vulnerable or secure amid automation, and why future-proofing your career means focusing on creativity, first principles, and continuous improvement. Don’t miss it! Highlights from this week’s conversation include: Setting the Stage: AI’s Hype and Today’s Innovations (1:16) Alberto’s Non-Tech Passions: Physics & UX (4:04) The Paradigm Shift: Machines that Adapt (6:22) Scaling AI: From Niche Apps to Mainstream Use (8:23) Large Models vs. Bespoke Solutions—Power Law in AI (11:07) Evolving Roles: From Engineer to End User (14:14) Simple vs. Complex AI Implementations (18:14) When to Scale from Simple AI to Production-Grade (22:40) Capturing Tacit Knowledge: Crowdsourcing vs. Centralization (27:22) The Challenge of Unstructured Process Documentation (30:08) Practical Impact: AI-Enabled Enterprise Leverage (33:29) ROI: Time Saved & Compound Effects in the Enterprise (38:08) Redefining Information Movers vs. Information Creators (44:14) Roles at Risk and the Case for Creativity (45:30) Alberto's Favorite New Tech & Future of User Experience (46:00) Spreadsheets, Business Logic, and AI’s Next Leap (48:41) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Human and Machine Future of Work with Alberto Rizzoli of V7 2:57

לפני 6 weeks2:57

2:57

In this bonus episode, Eric and John preview their upcoming conversation with Alberto Rizzoli of V7. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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262: From PDFs to BI and Beyond: The Future of the Data Frontend with Ryan Dolley of GoodData 51:02

לפני 7 weeks51:02

51:02

This week on The Data Stack Show , Ryan Dolley joins Eric and John to discuss his unique journey from playwriting to leading product strategy in the data industry. The conversation explores the evolution of business intelligence (BI), the growing influence of AI on analytics, and the shifting skill sets required for data professionals. Key topics include the challenges of adapting to rapid technological change, the importance of embracing engineering practices in BI, and the need for continuous learning. Listeners will gain insights into how AI is transforming data roles, why storytelling remains central to analytics, practical advice for thriving in a fast-changing industry, and so much more. Highlights from this week’s conversation include: Ryan’s Journey: From Playwriting to Data (1:05) Making a Living as a Playwright (3:02) Transitioning to BI: Night School and First Data Jobs (4:12) Storytelling and Data: The Art of BI (6:22) Early BI Work: Data Warehouses and PDF Reports (8:33) Moving from Utilities to Consulting (13:03) Building vs. Implementing: Product Strategy Lessons (16:37) The AI Shift in BI and Analytics (18:41) Automation Anxiety: The Human Side of Data Change (22:16) The Evolving Role of BI Experts (25:18) Adapting to Change: Learning Code and Experimentation (29:34) AI and the Future of Embedded Analytics (33:38) Capturing Intent: The Value of Modern BI Interfaces (37:03) Bridging the Data and Software Engineering Gap (39:13) The Historical Divide: Data vs. Software Engineering (43:06) Organizational Challenges: Where Does BI Belong? (46:05) Reflections on Self-Service BI and Value (48:46) If Not Data: Ryan’s Alternate Career Paths (49:04) Final Thoughts and Takeaways (50:17) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Rewriting the Data Playbook: How AI and Storytelling Are Shaping BI’s Future with Ryan Dolley of GoodData 2:05

לפני 7 weeks2:05

2:05

In this bonus episode, Eric and John preview their upcoming conversation with Ryan Dolley of GoodData. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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261: Will AI Permanently Disrupt the Bundling and Unbundling Cycle? 34:58

לפני 8 weeks34:58

34:58

This week on The Data Stack Show , Eric Dodds and John Wessel explore how AI is reshaping the data industry, focusing on the ongoing cycles of bundling and unbundling within data infrastructure. They discuss the potential for closed ecosystems like Notion to deliver personalized, integrated experiences and examine recent industry moves such as Fivetran’s acquisitions. The conversation also highlights the challenges faced by both startups and incumbents, the influence of enterprise customers on product development, and the enduring importance of trade-offs when choosing between bundled and unbundled solutions. Key takeaways include the complexity of implementing AI across platforms, the likelihood that market cycles will persist despite technological advances, and the need for organizations to carefully weigh integration, flexibility, and long-term risk when adopting new data tools. Highlights from this week’s conversation include: AI’s Value and Early Ecosystem Integration (1:11) Closed Ecosystems and AI Opportunities (3:21) Personalized Software and the Blank Page Problem (6:17) Transition to Data Industry: Bundling Trends (9:56) Market Cycles and AI’s Role in Bundling (12:56) Incumbents, Innovation, and AI Layering (15:53 Longevity of Legacy Systems and Ecosystem Risks (17:56) Switching Costs and Incumbent Advantages (20:33) People Dynamics and the Startup-to-Incumbent Arc (22:50) Enterprise Data Infrastructure: Engineering Challenges (26:33) Fragmentation, Bundling Value, and AI’s Insulation Effect (29:54) Too Many Tools: The Real Meaning Behind Bundling Demand (31:36) Trade-offs in Bundling, Unbundling, and AI (33:40) Final Thoughts and Takeaways (34:34) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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260: Return of the Dodds: APIs, Automation, and the Art of Data Team Survival 50:33

לפני 9 weeks50:33

50:33

This week on The Data Stack Show , the crew welcomes Eric Dodds back to the show as they dive into the realities of integrating AI and large language models into data team workflows. Eric, Matt and John discuss the promise and pitfalls of AI-driven automation, the persistent challenges of working with APIs, and the evolution from big data tools to AI-powered solutions. The conversation also highlights the risks of over-reliance on single experts, the critical importance of documentation and context, and the gap between AI marketing hype and practical implementation. Key takeaways for listeners include the necessity of strong data fundamentals, the hidden costs and risks of AI adoption, the importance of balancing efficiency gains with long-term team resilience, and so much more. Highlights from this week’s conversation include: Eric is Back from Europe (0:37) AI and Data: Jurisdiction and Comfort Level (4:00) APIs, Tool Calls, and Practical AI Limitations (5:08) Scaling, Big Data, and AI’s Current Constraints (9:16) Stakeholder-Facing AI and Data Team Risks (13:20) Self-Service Analytics and AI’s Real Impact (16:04) AI Hype vs. Reality and Uneven Impact (20:27) Cost, Context, and AI’s Practical Barriers (25:25) AI for Admin Tasks and Business Logic Complexity (29:13) Tribal Knowledge, Documentation, and Context Engineering (32:07) AI as a Productivity Accelerator and the “Gary Problem” (35:10) Healthy Conflict, Team Dynamics, and AI’s Limits (39:15) Back to Fundamentals: Good Practices Enable AI (41:47) Lightning Round: Favorite AI Tools and Workflow Integration (45:56) AI in Everyday Life and Closing Thoughts (48:14) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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259: AI is All About Working with Data with Kostas Pardalis of typedef 1:02:17

לפני 10 weeks1:02:17

1:02:17

This week on The Data Stack Show , Eric and John welcome back Kostas Pardalis, long-time co-host of the Data Stack Show and now Co-Founder of typedef. The group discusses the rapid evolution of AI and data infrastructure. The conversation also explores how AI is accelerating industry change, the challenges of integrating large language models (LLMs) into data workflows, and the limitations of current semantic layers. Kostas shares insights on building next-generation query engines, the importance of using familiar engineering paradigms, and the need to make AI seamless and almost invisible in user experiences. Key takeaways include the necessity of practical, incremental innovation, the reality behind AI hype, strategies for making advanced data tools accessible and reliable for engineers and businesses alike, and so much more. Highlights from this week’s conversation include: Kostas’s Background and Career Timeline (1:10) Transition from RudderStack to Starburst Data (4:25) AI Acceleration and Industry Impact (9:37) AI Hype, Investment, and Polarized Reactions (12:05) Historical Parallels and Tech Adoption (13:54) AI Disrupting Tech Workers and Internal Drama (18:56) Experimentation Phase and Future AI Applications (24:01) Invisible AI and User Experience (28:21) AI in Data Infrastructure and LLMs (34:24) SQL, LLMs, and Engineering Solutions (36:35) Standardization, Semantic Layers, and Data Modeling (41:01) Introduction to typedef (45:49) Productionizing AI Workloads with typedef (51:36) Familiarity, Reliability, and Engineering Best Practices (57:24) Security, Enterprise Concerns, and Open Source Models (1:00:48) Final Thoughts and Takeaways (1:01:47) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: He’s Back! How typedef is Changing Data Workflows with Kostas Pardalis 3:35

לפני 10 weeks3:35

3:35

In this bonus episode, Eric and John welcome back longtime co-host of the Data Stack Show Kostas Pardalis to talk through all things AI and his co-founding of typedef. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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258: Confidently Wrong: Why AI Needs Tools (and So Do We) 35:18

לפני 11 weeks35:18

35:18

This week on The Data Stack Show , John and Matt dive into the latest trends in AI, discussing the evolution of GPT models, the role of tools in reducing hallucinations, and the ongoing debate between data warehouses and agent-based approaches. They also explore the complexities of risk-taking in data teams, drawing lessons from Nate Silver’s book on risk and sharing real-world analogies from cybersecurity, football, and political campaigns. Key takeaways include the importance of balancing innovation with practical risk management, the need for clear recommendations from data professionals, the value of reading fiction to understand human behavior in data, and so much more. Highlights from this week’s conversation include: Initial Impressions of GPT-5 (1:41) AI Hallucinations and the Open-Source GPT Model (4:06) Tools and Determinism in AI Agents (6:00) Risks of Tool Reliance in AI (8:05) The Next Big Data Fight: Warehouses vs. Agents (10:21) Real-Time Data Processing Limitations (12:56) Risk in Data and AI: Book Recommendation (17:08) Measurable vs. Perceived Risk in Business (20:10) Security Trade-Offs and Organizational Impact (22:31) The Quest for Certainty and Wicked Learning Environments (27:37) Poker, Process, and Data Team Longevity (29:11) Support Roles and Limits of Data Teams (32:56) Final Thoughts and Takeaways (34:20) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Hallucinations, Tools, and Data Wars: Inside the Minds of Data Pros 3:40

לפני 11 weeks3:40

3:40

In this bonus episode, John and Matt preview their upcoming conversation about trends in AI, the evolution of GPT modes and the ongoing debate between data warehouses and agent-based approaches. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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257: Data Tools, Templates, and the Trouble with “Easy” Solutions with the Cynical Data Guy 41:29

לפני 12 weeks41:29

41:29

This week on The Data Stack Show , John and Matt bring you another edition of the Cynical Data Guy. John and Matt dive into the evolution of customer data infrastructure, the growing influence of low-code tools like Clay, and the blurred lines around the “engineer” title in modern data roles. They also discuss the trade-offs between SaaS adoption and building custom solutions, the pitfalls of enterprise software buying, and the realities of platform lock-in—using Palantir’s unique business model as a case study. Key takeaways include the importance of simplicity and scalability in data engineering, the need for clear requirements when evaluating tools, and a healthy skepticism toward sales pitches and “art of the possible” features. Don’t miss this month’s Cynical Data Guy. Highlights from this week’s conversation include: Reacting to the Rise of the GTM Engineer (1:11) Is "Engineer" the Right Term? (4:49) Low-Code Tools, AI, and Future Workflows (7:14) Simplicity in Data Engineering (14:38) The Pitfalls of "Simple" Solutions (15:18) Choosing SaaS vs. Building In-House (18:26) Business Process Abstraction and SaaS Adoption (21:31) Enterprise Software: Art of the Possible vs. Practicality (24:31) Sales Advice: Focus on Customer Needs (27:11) Forward Deployed Engineers and Delivery Models (29:05) Platform Lock-In: When Is It a Dirty Word? (36:41) Legacy Systems and the Reality of Lock-In (39:53) Final Thoughts and Takeaways (40:55) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Simplicity, SaaS, and the Art of Data Engineering with the Cynical Data Guy 2:19

לפני 12 weeks2:19

2:19

In this bonus episode, John and Matt preview the next installment of the Cynical Data Guy. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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256: The Rise of the Citizen Developer: Solving Business Problems with Alteryx and AI with Andy MacMillan 50:06

לפני 13 weeks50:06

50:06

This week on The Data Stack Show , Brooks and John chat with Andy MacMillan, CEO of Alteryx. Andy discusses the evolving landscape of data and AI, focusing on empowering business users to solve complex problems. He explores the concept of "citizen developers" and how tools like Alteryx can bridge the gap between IT and business teams by democratizing data access. The conversation also emphasizes the importance of creating controlled environments where business users can leverage cloud data platforms and AI technologies to reimagine workflows, without bypassing governance. Key takeaways include the need for organizations to enable innovation through accessible data tools, the potential of AI-driven agents to transform business processes, the critical role of employees who understand their business functions in driving technological transformation, and so much more. Highlights from this week’s conversation include: Andy’s Background and Journey in Data (0:54) Early Web Development at General Motors (2:23) AI Challenges in the Enterprise (9:03) What is Alteryx and Its Value Proposition (11:25) The Importance of Empowering Business Users (16:10) Bridging the Gap Between Data Platforms and Business Users (20:04) Evolution from Desktop to Data Cloud (25:28) Access and Governance in the Cloud Era (27:57) The Return of Local Data Work and AI Governance (31:24) AI Data Clearinghouse and Governance (34:11) AI-Enabled Workflows and Business Impact (38:13) The Future: Agents, Data Platforms, and Business Logic (41:05) How to Get Started with Alteryx or Learn More (46:54) Product Management Lessons for Leadership and Parting Thoughts (47:56) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Cloud Platforms, AI, and the Future of Business Analytics with Andy MacMillan of Alteryx 2:06

לפני 13 weeks2:06

2:06

In this bonus episode, Brooks and John preview their upcoming conversation with Andy MacMillan of Alteryx. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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255: When Dashboards Lie: Unpacking the Myths of Self-Service Analytics with the Cynical Data Guy 31:12

לפני 14 weeks31:12

31:12

This week on The Data Stack Show , John and Matt bring you another edition of the Cynical Data Guy. John and Matt dive into the quirky world of data analytics, exploring common challenges like unrealistic data requests, the limitations of self-service BI, and the evolving role of data analysts. They also discuss the importance of understanding business context, the need for effective data storytelling, and the emerging trend of "BI as code" which promises more flexible and version-controlled analytics tools. The conversation highlights the gap between technical data capabilities and business user needs, emphasizing that the real value of data professionals lies not just in tool proficiency, but in their ability to provide meaningful insights and guide decision-making. Key takeaways include the importance of context in data analysis, the limitations of self-service tools, the ongoing evolution of data roles in modern organizations, and more. Highlights from this week’s conversation include: Reading and Reacting to the LinkedIn Data Request Post (1:36) Changing KPIs and Data Skepticism (2:21) The Burden of Proving Data Integrity (5:00) Handling Metric Changes and Historical Comparisons (7:16) Preparing Stakeholders for New Metrics (9:16) BI Code, Version Control, and Modern Dashboards (11:20) Scoping and Business Context in Data Roles (14:38) Technical vs. Business Understanding in Data Teams (16:29) GUI vs. Code in Dashboard Customization (20:41) The Analyst’s Role: Guidance Over Tools (23:23) Hiring and the Real-World Analyst Skillset (28:11) Final Thoughts and Takeaways (30:36) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Self-Service BI: Why Dashboards Collect Dust with the Cynical Data Guy 3:57

לפני 14 weeks3:57

3:57

In this bonus episode, John and Matt preview the next edition of the Cynical Data Guy. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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254: Context is King: Building Intelligent AI Analytics Platforms with Paul Blankley of Zenlytic 42:10

לפני 15 weeks42:10

42:10

This week on The Data Stack Show , John chats with Paul Blankley, Founder and CTO of Zenlytic, live from Denver! Paul and John discuss the rapid evolution of AI in business intelligence, highlighting how AI is transforming data analysis and decision-making. Paul also explores the potential of AI as an "employee" that can handle complex analytical tasks, from unstructured data processing to proactive monitoring. Key insights include the increasing capabilities of AI in symbolic tasks like coding, the importance of providing business context to AI models, and the future of BI tools that can flexibly interact with both structured and unstructured data. Paul emphasizes that the next generation of AI tools will move beyond traditional dashboards, offering more intelligent, context-aware insights that can help businesses make more informed decisions. It’s an exciting conversation you won’t want to miss. Highlights from this week’s conversation include: Welcoming Paul Back and Industry Changes (1:03) AI Model Progress and Superhuman Domains (2:01) AI as an Employee: Context and Capabilities (4:04) Model Selection and User Experience (7:37) AI as a McKinsey Consultant: Decision-Making (10:18) Structured vs. Unstructured Data Platforms (12:55) MCP Servers and the Future of BI Interfaces (16:00) Value of UI and Multimodal BI Experiences (18:38) Pitfalls of DIY Data Pipelines and Governance (22:14) Text-to-SQL, Semantic Layers, and Trust (28:10) Democratizing Semantic Models and Personalization (33:22) Inefficiency in Analytics and Analyst Workflows (35:07) Reasoning and Intelligence in Monitoring (37:20) Roadmap: Proactive AI by 2026 (39:53) Limitations of BI Incumbents, Future Outlooks and Parting Thoughts (41:15) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Breaking Down BI: How AI is Rewriting the Rules with Paul Blankley of Zenlytic 4:06

לפני 15 weeks4:06

4:06

In this bonus episode, John previews the upcoming conversation with Paul Blankley of Zenlytic. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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253: Why Traditional Data Pipelines Are Broken (And How to Fix Them) with Ruben Burdin of Stacksync 58:37

לפני 16 weeks58:37

58:37

This week on The Data Stack Show , Eric and welcomes back Ruben Burdin, Founder and CEO of Stacksync as they together dismantle the myths surrounding zero-copy ETL and traditional data integration methods. Ruben reveals the complex challenges of two-way syncing between enterprise systems like Salesforce, HubSpot, and NetSuite, highlighting how existing tools often create more problems than solutions. He also introduces Stacksync's innovative approach, which uses real-time SQL-based synchronization to simplify data integration, reduce maintenance overhead, and enable more efficient operational workflows. The conversation exposes the limitations of current data transfer techniques and offers a glimpse into a more declarative, flexible approach to managing enterprise data across multiple systems. You won’t want to miss it. Highlights from this week’s conversation include: The Pain of Two-Way Sync and Early Integration Challenges (2:01) Zero Copy ETL: Hype vs. Reality (3:50) Data Definitions and System Complexity (7:39) Limitations of Out-of-the-Box Integrations (9:35) The CSV File: The Original Two-Way Sync (11:18) Stacksync’s Approach and Capabilities (12:21) Zero Copy ETL: Technical and Business Barriers (14:22) Data Sharing, Clean Rooms, and Marketing Myths (18:40) The Reliable Loop: ETL, Transform, Reverse ETL (27:08) Business Logic Fragmentation and Maintenance (33:43) Simplifying Architecture with Real-Time Two-Way Sync (35:14) Operational Use Case: HubSpot, Salesforce, and Snowflake (39:10) Filtering, Triggers, and Real-Time Workflows (45:38) Complex Use Case: Salesforce to NetSuite with Data Discrepancies (48:56) Declarative Logic and Debugging with SQL (54:54) Connecting with Ruben and Parting Thoughts (57:58) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Zero Copy ETL: Myth vs Reality with Ruben Burdin of Stacksync 3:34

לפני 16 weeks3:34

3:34

In this bonus episode, Eric and John preview their upcoming conversation with Ruben Burdin of Stacksync. The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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252: What the Heck is Happening in Data Right Now with the Cynical Data Guy 42:19

לפני 17 weeks42:19

42:19

This week on The Data Stack Show , Eric and John welcome back Matt Kelliher-Gibson for another edition of the Cynical Data Guy. The group explores the current state of data engineering and team dynamics while critically examining the evolving landscape of analytics engineering, dissecting the hype around the modern data stack and its tools. The conversation also explores the challenges of data team management, including headcount reductions, rising technology costs, and the struggle to maintain efficiency. Key discussions revolve around the need for open standards, the impact of AI on data roles, the complex hiring practices in tech startups, and so much more. Highlights from this week’s conversation include: The Evolution of Analytics Engineer Roles (1:53) Job Titles and Role Consolidation in Data (3:20) Standardization and Open Data Standards (7:51) SQL as a Universal Standard & Vendor Lock-In (11:58) Modern Data Stack: Hype vs. Reality (13:29) The State of Data Teams in 2025 (18:12) Morale and Job Market Realities for Data Professionals (25:17) Bonus Round: Extreme Work Culture Satire (28:41) Honesty in Hiring and Team Building (33:18) Challenges of Building and Leading Data Teams (37:31) Final Thoughts and Takeaways (41:15) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Engineering in 2025: Tooling, Headcount, and Survival Strategies with the Cynical Data Guy 2:18

לפני 17 weeks2:18

2:18

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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251: Data Teams at the Crossroads: Proving Value in a Changing Business Landscape with Ben Rogojan 52:35

לפני 18 weeks52:35

52:35

Highlights from this week’s conversation include: Technical Freelancer Academy & Consulting Community (1:21) Evolution of Data Teams and Technology (2:52) Data Team Growth and Output vs. Outcome (4:47) Internal Optimization vs. Client-Facing Data Work (7:23) Audience, Delivery Mechanisms, and Actionability (12:40) Proving ROI and Prioritizing Work (15:27) Practical Tips for Data Team-Business Alignment (18:31) Dealing with Vanity and Security Blanket Metrics (23:39) AI’s Impact on Data Workflows (27:07) BI Tools, AI Integration, and Dashboards (32:25) Top Skills for Data Professionals (37:27) Career Growth: Technical, Communication, and Business Skills (42:02) Show, Don’t Tell: Prototyping and Feedback (44:37) Taking Initiative and Risk in Data Roles (50:21) Parting Advice and Closing Thoughts (51:16) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Beyond Dashboards: Selling Data Value to the Business with Ben Rogojan 2:35

לפני 18 weeks2:35

2:35

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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250: The Chat Interface Debate: Is Text Really the Future? 24:15

לפני 19 weeks24:15

24:15

Highlights from this week’s conversation include: Dashboard vs. Chatbot Discussion (1:40) The Future of Chat Interfaces (3:03) Vibe Revenue Concept (6:36) AI's Early Days Compared to the Internet (10:14) OpenAI and Hardware Collaboration (13:09) Challenges of Hardware Development (16:20) Productivity in Programming Languages (18:18) Critique of 'Language is Dead' Posts (21:34) Legacy Systems in Use (22:34) Deterministic vs. Non-Deterministic Workflows (23:37) Final Thoughts and Takeaways (23:45) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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249: Quacking Through Data: Duckdb's Emerging Ecosystem 19:20

לפני 20 weeks19:20

19:20

This week on The Data Stack Show , John Wessel and Matt Kelliher-Gibson dive into the recent Duck Lake announcement, exploring the evolving landscape of data analytics technologies. They discuss DuckDB's role as a lightweight, local analytics database and its potential as a caching layer for open table formats like Iceberg. The conversation also highlights the current state of data storage standards, focusing on agreements around Parquet and Iceberg, while noting the ongoing complexity in catalog management. Key takeaways include the importance of local compute solutions, the early stage of open table formats, and the potential for simplified data infrastructure that can provide faster, more cost-effective analytics workflows. The episode underscores the ongoing innovation in data technologies and the need for more streamlined, flexible data management solutions. Don’t miss it! Highlights from this week’s conversation include: Discussion on Duck Lake Announcement (1:41) Compatibility with Apache Iceberg (4:05) Use Cases for DuckDB (6:23) Concerns About Data Management (10:01) Introduction to Data Formats (11:40) Catalog Space Challenges (13:13) Metadata Orchestration (14:54) Simplicity in Data Management (15:25) SQL Demo Discussion (17:26) Wrap-Up and Final Thoughts (18:44) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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248: AI and BI: The Future of Data Analytics with Michael Driscoll of Rill Data 47:51

לפני 21 weeks47:51

47:51

This week on The Data Stack Show , Eric and John welcome Michael Driscoll, Co-Founder and CEO of Rill Data. Mike discusses the transformative impact of AI on business intelligence (BI) and data analytics. He also explores the shift from traditional dashboard-based tools to more dynamic, code-driven, and AI-powered interfaces that provide deeper insights. During the conversation, the group emphasizes the importance of a metrics-first approach, the potential of leapfrog architectures using technologies like data lakes and real-time analytical databases, and how AI agents are increasingly becoming the primary users of data tools. The conversation highlights the evolving landscape of data infrastructure, where open standards, flexibility, and intelligent interfaces are reshaping how businesses interact with and understand their data, and more. Highlights from this week’s conversation include: Welcome Back Mike Driscoll (1:11) Philosophy Behind BI Tools (2:04) Building a Natural Language Processing Server (4:33) Deployment of MCP Servers (6:07) The Role of Visualizations in BI (10:09) Measuring Product Success (12:43) Navigating Changes as Data Professionals (16:13) Efficiency Gains with Code (19:00) The Future of Data Teams (22:29) Long-term Use of Rutter Stack (25:16) Analytics Landscape Overview (30:59) Future of BI Architecture (33:04) AI's Role in Analytics (35:07) Interoperability and Talent Pool (39:41) The Crowded BI Market (42:03) Final Thoughts and Takeaways (46:07) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Metrics-First Approach: Transforming How We Understand Data with Michael Driscoll of Rill Data 2:06

לפני 21 weeks2:06

2:06

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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247: Consulting Firms, AI Strategies, and the $100K Question with the Cynical Data Guy 31:22

לפני 22 weeks31:22

31:22

Highlights from this week’s conversation include: The Cynical Data Guy Returns (1:11) Klarna's AI Shift (2:08) Sensational Headlines in Tech (4:31) Impact of AI on Jobs (8:19) Cost of AI Strategy (10:21) Consulting Strategies and Company Differentiation (12:26) Brand Recognition in Consulting (14:48) Critique of Outsourcing Thought (17:10) Future of Consulting with AI (19:37) The Fragility of Data Systems (21:32) Primitive Data Stacks (24:05) Cynical Data Scientist Epitaph (00:26:06) Rebranding Data Science (27:40) Parting Thoughts and Takeaways (30:14) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Cynical Data Guy: Unpacking Tech's Latest Hype Cycles 3:06

לפני 22 weeks3:06

3:06

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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246: AI, Abstractions, and the Future of Data Engineering with Pete Hunt of Dagster 48:59

לפני 23 weeks48:59

48:59

Highlights from this week’s conversation include: Pete's Background and Journey in Data (1:36) Evolution of Data Practices (3:02) Integration Challenges with Acquired Companies (5:13) Trust and Safety as a Service (8:12) Transition to Dagster (11:26) Value Creation in Networking (14:42) Observability in Data Pipelines (18:44) The Era of Big Complexity (21:38) Abstraction as a Tool for Complexity (24:41) Composability and Workflow Engines (28:08) The Need for Guardrails (33:13) AI in Development Tools (36:24) Internal Components Marketplace (40:14) Reimagining Data Integration (43:03) Importance of Abstraction in Data Tools (46:17) Parting Advice for Listeners and Closing Thoughts (48:01) The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Breaking Down Silos: Collaborative Data Engineering in the AI Era with Pete Hunt of Dagster 3:20

לפני 23 weeks3:20

3:20

The Data Stack Show is a weekly podcast powered by RudderStack, customer data infrastructure that enables you to deliver real-time customer event data everywhere it’s needed to power smarter decisions and better customer experiences. Each week, we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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245: The Future of Data: Postgres, Iceberg, and Operational Analytics with Pranav Aurora of Mooncake Labs 44:05

לפני 24 weeks44:05

44:05

Highlights from this week’s conversation include: Pranav’s Background and Journey in Data (1:10) Backstory of Mooncake Labs (2:05) PostgreSQL as a Force (4:47) Curiosity in Product Management (7:33) Challenges with Iceberg (11:12) Go-to-Market Strategy (13:52) Building Community Engagement (15:56) Importance of Feedback (18:26) AI Integration in Mooncake Labs (21:29) Innovation in data interaction (23:49) PostgreSQL and startup growth (28:41) Core component of business strategy (31:20) The Origin of the name Mooncake Labs (34:12) Upcoming Product Release (38:40) Connecting with Mooncake Labs and Parting Thoughts (42:49) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Zero to One: Navigating the Challenges of a Data Infrastructure Startup 1:48

לפני 24 weeks1:48

1:48

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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244: Postgres to ClickHouse: Simplifying the Modern Data Stack with Aaron Katz & Sai Krishna Srirampur 34:51

לפני 24 weeks34:51

34:51

Highlights from this week’s conversation include: Background of ClickHouse (1:14) PostgreSQL Data Replication Tool (3:19) Emerging Technologies Observations (7:25) Observability and Market Dynamics (11:26) Product Development Challenges (12:39) Challenges with PostgreSQL Performance (15:30) Philosophy of Open Source (18:01) Open Source Advantages (22:56) Simplified Stack Vision (24:48) End-to-End Use Cases (28:13) Migration Strategies (30:21) Final Thoughts and Takeaways (33:29) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Migration Made Easy: Postgres, ClickHouse, and the Future of Analytics with Aaron Katz and Sai Krishna Srirampur 5:47

לפני 24 weeks5:47

5:47

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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243: The Data Economy: Turning Information into a Tradable Commodity with Viktor Kessler of Vakamo 34:26

לפני 25 weeks34:26

34:26

Highlights from this week’s conversation include: Viktor's Background and Journey in Data (1:20) Evolution of Data Architecture (4:41) The Lakehouse Concept (7:12) Open Source Innovation (11:05) Data Production and Decentralization (15:06) Governance in Decentralized Systems (18:53) Data Economy and Monetization (21:15) Security Concerns in Data Processing (24:21) Impact on Data Consumers (27:37) Compaction Issues in Data Tables (29:39) Open Source Lake Keeper Tool and Parting Thoughts (33:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Governance, Flexibility, and the Future of Enterprise Data with Viktor Kessler of Vakamo 2:11

לפני 25 weeks2:11

2:11

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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242: The Data Convergence: How Operational and Analytical Data Are Merging with Ruben Burdin of Stacksync 36:14

לפני 25 weeks36:14

36:14

Highlights from this week’s conversation include: Ruben's Background (1:14) Defining Operational Data (5:20) The Convergence of Operational and Analytical Data (10:53) Evolution from Data Warehousing to Fulfillment Centers (13:19) Challenges of API Integration (18:25) Understanding Data Complexity (22:18) Database vs. API Calls (25:32) Real-Time Database Views (28:15) The Evolution of Data Technology (32:37) Future Topics on PostgreSQL Scaling and Parting Thoughts (34:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync 2:12

לפני 25 weeks2:12

2:12

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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241: Marketing Meets Data: Measuring Impact and Driving Results with Pedram Navid of Dagster Labs 38:42

לפני 25 weeks38:42

38:42

Highlights from this week’s conversation include: Pedram’s Background and Journey in Data (1:13) Marketing vs. Data Engineering (2:30) Understanding Marketing Pressures (4:16) Attribution Models and Accountability (8:13) Balancing Marketing and Team Management (12:25) Introduction to Dagster Components (15:00) AI Integration with Data Engineering (19:05) Challenges in Data Support (22:05) Self-Service Data Access (26:07) AI in Data Management (28:25) Organizing Data in Technical Teams (31:25) Challenges in Real-Time Data (33:28) Final Thoughts and Takeaways (37:01) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Shifting Gears: From Code to Marketing in the Data World with Pedram Navid of Dagster Labs 1:40

לפני 26 weeks1:40

1:40

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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240: Data Council Insights from a Waymo: Postgres and the Future of the Data Stack 18:20

לפני 26 weeks18:20

18:20

Highlights from this week’s conversation include: Recording from a Waymo (0:54) Future of Data Technology (2:45) AI Integration in Data Work (4:20) Speeding Up Data Experiences (5:29) Snapshot Conversations with Founders (9:52) Diversity of Perspectives on Postgres (12:37) Cultural Significance of Database Mascots (14:09) Incubation and Success of Open Source Projects (16:43) Final Thoughts and Takeaways (17:34) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Council Debrief 4:18

לפני 26 weeks4:18

4:18

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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239: How AI is Transforming Product Development with Thomas Kuckoff, Senior Product Manager at Omron Automation 57:16

לפני 27 weeks57:16

57:16

Highlights from this week’s conversation include: Introduction of Panelists (2:15) Understanding Product Development (4:42) Three Stages of Product Development (7:53) Collaboration Across Teams (11:20) Understanding Customer Pain Points (12:31) Designers, Explainers, and Sustainers Framework (15:17) AI in Product Development (18:09) Using AI Responsibly (22:53) AI in Sustaining Product Development (24:57) Brand Storytelling with AI (27:40) Tooling and AI Implementation (29:29) Pressure for AI Integration (34:05) The Importance of AI in Product Development (38:28) Contextual Advantage of AI (42:52) Evolution of Prototyping (46:11) The Balance of Speed and Critical Thinking (48:16) Understanding AI in Product Development (51:08) Navigating the Messy Process of Product Development (53:14) Final thoughts and Advice (56:32) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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238: What Every Developer Needs to Know About Microservices in 2025 with Mark Fussell, Founder & CEO at Diagrid 52:21

לפני 28 weeks52:21

52:21

Highlights from this week’s conversation include: Mark’s Background and Journey in Data (1:08) Mark’s Time at Microsoft (5:33) Internal Adoption of Azure (9:20) Understanding Pain Points (11:06) Complexity in Software Development (13:15) Microservices Architecture Overview (17:15) Microservices vs. Monolith (22:08) Modernizing Legacy Applications (24:39) Dependency Management with Dapr (29:43) Infrastructure as Code (33:04) AI's Rapid Evolution and Vendor Changes (37:27) Language Models in Application Development (39:05) AI in Creative Applications (42:59) The Future of Backend Development (47:22) Streamlining Development Processes (49:29) Dapr as an Open Source Solution (51:11) Getting Started with Dapr and Parting Thoughts (51:39) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Monoliths to Microservices with Mark Fussell, Founder & CEO at Diagrid 2:55

לפני 28 weeks2:55

2:55

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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237: Startups, Sales, and Spreadsheets: How a Real Estate Developer Built an AI Company 59:17

לפני 29 weeks59:17

59:17

Highlights from this week’s conversation include: Willz’s Background and Journey (1:25) Discussing Real Estate Data Challenges (2:58) Inspiration for Software Creation (4:05) From Spreadsheet to Software (9:04) Challenges in Ownership Identification (12:24) Company Acquisition (16:00) Pitching Investors with Data Tools (18:46) Lessons Learned from Selling the Company (21:45) The Journey to Ready (26:55) Sales Development Representatives Explained (29:22) Role of Data in Sales (33:30) Real-Time Dashboards (36:54) Human-AI Collaboration (39:53) Human Touch in Data Compilation (44:02) Paradigm Shift in Data Access (46:19) Frustrations with Sales Cycles (48:22) Value of Genuine Conversations (55:23) Optimizing Internal Tools (56:23) Future of Data Interfaces and Parting Thoughts (57:21) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Willz Tolbert’s Journey Through Real Estate and AI 3:01

לפני 29 weeks3:01

3:01

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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236: Ringing Out the Old: AI's Role in Redefining Data Teams, Tools, and Business Models 53:39

לפני 30 weeks53:39

53:39

Highlights from this week’s conversation include: The Impact of AI (1:25) Historical Context of Technology (2:31) Pre-existing Infrastructure for Change (4:42) AI as a Personal Assistant (7:10) Future of Company Roles (9:13) Managing Teams in a Dystopian AI Future (12:31) Business Architecture Choices (15:52) Integration Tool Usage (18:07) AI's Impact on Data Roles (21:53) AI as an Interface (24:04) Trust in AI vs. SQL (27:12) Snowflake's Acquisition of Dataflow (29:54) Regression to the Mean Concept (33:49) AI's Role in Data Platforms (37:04) User Experience in Data Tools (44:41) Future of Data Tools (46:57) Environment Variable Setup (51:10) Future of Software Implementation and Parting Thoughts (52:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: AI, SaaS, and the End of Job Titles with Eric Dodds and John Wessel 3:42

לפני 30 weeks3:42

3:42

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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235: Pete Soderling on the Evolution of Data Engineering 43:23

לפני 31 weeks43:23

43:23

Highlights from this week’s conversation include: Pete's Career Overview (1:00) AI and Data Engineering Discussion (2:05) Themes of Data Council (4:19) High-Frequency Trading Insights (8:04) San Francisco's Unique Advantages (10:27) Data Council Conference Preview (13:23) The Magic of In-Person Events (15:45) Collapsing Batch and Streaming Systems (19:47) Leveraging Local Hardware for Data Processing (22:07) Future of Blockchain in Computing (23:57) Intersection of AI and Data Management (26:47) Advice for AI Startup Founders (28:44) Blurring Lines Between Data Roles (32:46) The Evolving Role of Engineers (36:56) Discount Code for Data Council and Parting Thoughts (38:23) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What AI Founders Need to Know About Data (Before It’s Too Late) with Pete Soderling of Zero Prime Ventures 3:27

לפני 31 weeks3:27

3:27

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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234: The Cynical Data Guy on AI, Data Tools, and the Future of Coding 35:42

לפני 32 weeks35:42

35:42

Highlights from this week’s conversation include: AI in Transcription Services (1:11) The Future of AI Companies (5:09) Potential Risks of AI Tools (8:57) Learning vs. Dependency in Programming (10:17) The Journey of a Data Analyst (12:07) AI and Coding Skills (14:06) Abstraction in Data Tools (16:59) Data Design and AI (19:07) User Experience vs. AI Automation (22:10) AGI and Data Mesh (24:36) Blank Screen Interaction Challenges (27:10) Understanding User Value in Data Platforms (32:22) AI's Role in Simplifying Data Interaction (34:04) Final Thought and Takeaways (35:05) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Code to No-Code: How AI is Reshaping Data Work with the Cynical Data Guy 9:15

לפני 32 weeks9:15

9:15

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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233: The Power of a Triple Threat in Data: Business, Engineering, and Strategy with Solomon Kahn of Delivery Layer and Top Data People 57:35

לפני 33 weeks57:35

57:35

Highlights from this week’s conversation include: Solomon’s Background and Journey in Data (0:38) The Importance of a Triple Threat Data Person (5:14) Sports Sponsorship Analysis at Nielsen (7:31) Challenges of Implementing AI in Business (11:09) Understanding Data Delivery Models (14:18) Innovating Data Delivery (17:38) Modern Data Sharing Framework (19:09) Account Management in Data Sharing (23:43) Data Delivery Systems and Skill Sets (26:08) Practical Steps for Monetizing Data (29:02) Building Trust Through Branding (36:51) LinkedIn Personal Branding Tips (40:54) Mastering the Basics (44:16) Professional Development in Data (48:18) Deep Technical Skills (53:18) Active and Outcome-Focused Approach (55:25) Finding Top Data People and Parting Thoughts (56:44) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Data Engineer to Data Entrepreneur with Solomon Kahn of Delivery Layer and Top Data People 2:08

לפני 33 weeks2:08

2:08

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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232: Building a Business Solo: Streaming Data, Synthetic Testing, and Startup Lessons with Michael Drogalis of ShadowTraffic.io 48:22

לפני 34 weeks48:22

48:22

Highlights from this week’s conversation include: Michael's Background and Journey in Data (0:24) Synthetic Data Challenges (1:49) Open Source Project Development (4:20) Founding Distributed Masonry (5:56) Acquisition by Confluent (7:27) Introduction to Shadow Traffic (10:57) Observations on Streaming Data (12:33) Importance of Timestamps in Testing (16:22) Customer Workflows with Shadow Traffic (19:09) Artificial Intelligence in Data Generation (22:13) Advantages of Domain-Specific Language (DSL) (25:14) Solopreneurship Insights (26:53) Exit Criteria for Startup Focus (30:12) The Feedback Loop (33:51) Balancing Customer Needs and Vision (35:02) Navigating Administrative Tasks (38:15) Expected Value Mindset (41:00) Solopreneur Efficiency (43:01) Maximizing Velocity (46:06) Final Thoughts and Takeaways (47:34) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Solopreneurship, Streaming Data, and Synthetic Testing with Michael Drogalis of ShadowTraffic.io 2:27

לפני 34 weeks2:27

2:27

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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231: From Pre-Med to Product Strategy: Eric Dodds’ Journey in Data and Startups 47:37

לפני 35 weeks47:37

47:37

Highlights from this week’s conversation include: Early Aspirations: Becoming a Doctor (1:09) The Shift to Business Studies (3:54) Father's Influence on Career Path (4:39) Interest in Statistics and Psychology (6:47) Networking and Early Career (10:24) Developing a Passion for Data (12:09) Joining a Startup Accelerator (17:30) Data and Engagement Metrics (21:39) Lessons on Data Fidelity (23:40) Entrepreneurial Journey in a VC-Backed Incubator (26:15) Software Engineering School Initiative (30:21) Growth and Market Timing (35:08) Post-Exit Consultancy Experience (36:36) Finding RudderStack (38:53) Behavioral Data Revolution (40:44) Advice for Aspiring Product Managers (44:20) Understanding Customer Pain Points (46:29) Final Thoughts and Takeaways (47:03) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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230: The Cynical Data Guy: Data Tech Debt, Data Mesh, and Dashboard Directives 25:20

לפני 36 weeks25:20

25:20

Highlights from this week’s conversation include: The Return of the Cynical Data Guy (0:14) Risks of SQL Complexity (2:16) Technical Debt in Data (4:34) Data Mesh Critique (6:38) Governance vs. Decentralization (9:55) Never Let a Stakeholder Tell You They Need a Dashboard (12:05) Dashboard vs. Table (13:34) Organizational Dynamics in Data Requests (16:35) AI and Prompt Writing (19:43) Search Techniques and User Behavior (21:20) Discussion on Code Optimization Tools (23:19) Final Thoughts and Takeaways (24:47) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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229: The Future of AI: Superhuman Intelligence, Autonomous Coding, and the Path to AGI with Misha Laskin of ReflectionAI 52:25

לפני 37 weeks52:25

52:25

Highlights from this week’s conversation include: Misha's Background and Journey in AI (1:13) Childhood Interest in Physics (4:43) Future of AI and Human Interaction (7:09) AI's Transformative Nature (10:12) Superhuman Intelligence in AI (12:44) Clarifying AGI and Superhuman Intelligence (15:48) Understanding AGI (18:12) Counterintuitive Intelligence (22:06) Reflection's Mission (25:00) Focus on Autonomous Coding (29:18) Future of Automation (34:00) Geofencing in Coding (38:01) Challenges of Autonomous Coding (40:46) Evaluations in AI Projects (43:27) Example of Evaluation Metrics (46:52) Starting with AI Tools and Final Takeaways (50:35) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Theoretical Physics to AI: Misha Laskin on AGI, Superhuman Intelligence, and Autonomous Coding 4:02

לפני 37 weeks4:02

4:02

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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228: The Machine Learning Reality Check: When AI Makes Sense for Marketing Attribution with Lew Dawson of Momentum Consulting 41:46

לפני 38 weeks41:46

41:46

Highlights from this week’s conversation include: Previewing Today’s Topic (0:14 Machine Learning Discussion (1:44) Conditions for Machine Learning Worthiness (6:59) Simplicity in Modeling (8:43) Predictive Analytics vs. Machine Learning (10:42) Optimization and Investment Problems (13:03) Practical vs. Theoretical Saturation (15:16) Building Relationships with Marketing Teams (19:52) Reporting Metrics and Attribution Models (22:49) Tracking Common Metrics (25:40) Understanding Profit Generation (27:46) ROI Calculation Challenges (29:49) AI in Customer Data Analysis (31:23) Execution Challenges in Marketing Automation (35:23) API Limitations in Marketing Tools (36:50) Optimizing Ads with AI (37:50) Challenges of Real-Time Data Integration (40:01) Final thoughts and takeaways (41:13) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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227: The Art & Science of Marketing Attribution: From UTMs to Machine Learning with Lew Dawson of Momentum Consulting 1:02:45

לפני 39 weeks1:02:45

1:02:45

Highlights from this week’s conversation include: Welcome Back, Lew (0:14) Recap of Previous Discussion (1:03) Benefits of Hashing Information (2:33) Using Hashes for Data Context (4:24) Hashing and Query Parameters (7:24) Static Values for Hashing (11:10) Identity Resolution in Data Attribution (14:36) Methodologies for User Tracking (16:37) Combining Data Sources for Attribution (21:13) Understanding Data Gaps (25:25) Defining Objectives and KPIs (27:50) Identity Resolution Challenges (28:46) User and Session Stitching (32:01) Trusting Ad Platforms (35:23) Defining Attribution (38:09) The Credit Dilemma (40:18) First Touch Attribution Explained (41:47) Linear Attribution Model (43:21) B2C and B2B Attribution Scenarios (45:22) Timeframes in Attribution (47:29) Understanding Lookback Windows (49:34) Google Analytics Changes (51:20) Attribution After Conversion (53:26) Online vs. Offline Attribution (55:49) Discipline in Tracking (58:52) Challenges in Coordination (1:00:12) QR Codes and Data Integration (1:01:55) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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226: Building Trust in Marketing Data: An Engineer's Guide to Attribution Architecture with Lew Dawson of Momentum Consulting 1:02:52

לפני 40 weeks1:02:52

1:02:52

Highlights from this week’s conversation include: Lew’s Background and Journey in Data (1:06) Attribution Challenges (2:16) Attribution War Stories (8:09 Defining Attribution (12:32) Complexities of Attribution (16:08) Multi-Touch Attribution Challenges (21:31) Campaign Creation Difficulties (23:27) UTM Parameters Explained (26:01) Challenges in Data Extraction (31:17) Transforming and Merging Data (36:28) Behavioral Data and Identity Resolution (40:29) Hierarchical Structure of Campaigns (44:03) Challenges of Data Consistency (49:38) Mitigating Freeform Data Issues (52:21) Creating Unique Join Keys (55:30) The Importance of Defining Requirements (58:42) Final Thoughts and Takeaways (1:00:39) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Data Chaos to Marketing Truth: An Engineer's Guide to Attribution with Lew Dawson of Momentum Consulting 3:38

לפני 40 weeks3:38

3:38

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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225: The Stone Cold Truth About Data: False Hopes and Hard Truths with The Cynical Data Guy 33:30

לפני 41 weeks33:30

33:30

Highlights from this week’s conversation include: False Hope in Data Roles (1:17) Naivety of Junior Data Analysts (4:27) The Challenge of Defining Data (6:41) Struggles with Enterprise BI Tools (9:43) Career Advice for Data Professionals (12:36) Generational Shifts in Data Roles (16:51) Self-Service Data Requests (18:17) The Importance of Analysis Skills (19:46) The Broader Context of Analysis (21:44) Boring Challenges in AI Deployment (23:29) Technology Development vs. Human Absorption (26:14) VC Resolutions for 2025 (27:00) Value Addition in Leadership (32:08) Final Thoughts and Wrap-Up (33:06) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The End of Data Silos (and Other Myths) with The Cynical Data Guy 2:33

לפני 41 weeks2:33

2:33

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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224: Bridging Gaps: DevRel, Marketing Synergies, and the Future of Data with Pedram Navid of Dagster Labs 53:24

לפני 42 weeks53:24

53:24

Highlights from this week’s conversation include: Pedram’s Background and Journey in Data (0:47) Joining Dagster Labs (1:41) Synergies Between Teams (2:56) Developer Marketing Preferences (6:06) Bridging Technical Gaps (9:54) Understanding Data Orchestration (11:05) Dagster's Unique Features (16:07) The Future of Orchestration (18:09) Freeing Up Team Resources (20:30) Market Readiness of the Modern Data Stack (22:20) Career Journey into DevRel and Marketing (26:09) Understanding Technical Audiences (29:33) Building Trust Through Open Source (31:36) Understanding Vendor Lock-In (34:40) AI and Data Orchestration (36:11) Modern Data Stack Evolution (39:09) The Cost of AI Services (41:58) Differentiation Through Integration (44:13) Language and Frameworks in Orchestration (49:45) Future of Orchestration and Closing Thoughts (51:54) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Developer Relations, Marketing Synergies, and the Future of Data Platforms with Pedram Navid of Dagster Labs 1:52

לפני 42 weeks1:52

1:52

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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223: End-of-Year Product Trends: The Cost of Rushing Features with The Cynical Data Guy 22:42

לפני 43 weeks22:42

22:42

Highlights from this week’s conversation include: Christmas and New Year Edition of Cynical Data Guy (0:28) Discussion on AI (0:42) 12 Days of Shipments (1:04) Attention-Grabbing Strategies (2:01) Founder Mode vs. Manager Mode (3:11) Technical Debt Remediation (5:03) LinkedIn Posts Discussion (6:05) Cultural Impact on Roles (8:03) Investment in Modernization (12:07) Reflection on Company Strategies (15:03) Gratitude for Data Trends (16:18) Future of Data Access (19:14) Looking Forward to 2025 in Data (21:45) Final Thoughts and Takeaways (22:11) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Year-End Reflections with The Cynical Data Guy: Ship Features Fast, Pay Later 3:21

לפני 43 weeks3:21

3:21

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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222: The Future of Data Modeling: Breaking Free from Tables with Best-Selling Author, Joe Reis of Ternary Data 1:00:48

לפני 44 weeks1:00:48

1:00:48

Highlights from this week’s conversation include: Joe’s Recent Projects and Work (0:55) Joe’s New Book and Inspiration for Writing It (4:39) Challenges in Data Education (7:00) Internal Training Programs (10:02) Creative Problem Solving (17:46) Evaluating Candidates' Skills (21:18) Market Value and Career Growth (24:03) AI's Impact on Hiring (27:47) Content Production and Quality (31:56) The Evolution of AI and Data (34:00) Challenges of Automation (36:12) Convergence of Data Fields (40:26) Shortcomings of Relational Models (42:09) Inefficiencies of Poor Data Modeling (47:10) Discussion on Resource Constraints (51:50) The Role of Language Models (53:13) AI in Migration Projects (57:00) Joe’s Teaser for a New Project (59:05) Final Thoughts and Closing Remarks (1:00:07) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Tables to AI: The Future of Data Modeling with Best-Selling Author, Joe Reis of Ternary Data 4:29

לפני 44 weeks4:29

4:29

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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221: The Art and Science of Technical Leadership in Early-Stage Startups: Building World-Class Engineering Teams from Scratch with Sokratis Vidros of Novu 46:13

לפני 45 weeks46:13

46:13

Highlights from this week’s conversation include: Sokratis’ Background and Journey in Data (1:19) Engineers Wearing Multiple Hats (2:17) The Era of Early Startups (3:32) Lessons from Building Software (7:15) Importance of Team Dynamics (9:12) Balancing Creativity and Stability (15:00) Version Control in Data Analysis (18:57) Opinionated Modern Data Software (21:14) Creating Dashboards for Company Stats (22:41) Hiring for Intuition in Tech (27:38) Interview Process Insights (30:15) Protecting Intuitive Thinkers in Companies (35:08) The Challenge of Trust (39:21) Loss of Control in Delegation (40:14) Founder Work-Life Balance (42:15) Advice for Early-Stage Engineers (44:03) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Building Software with Intuition: Lessons from Multiple Successful Startups with Sokratis Vidros of Novu 2:46

לפני 45 weeks2:46

2:46

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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220: From Box Office to Big Data: Bridging Marketing and Technology Through Data-Driven Leadership with Brian Schwartz of SIZE 1:01:40

לפני 46 weeks1:01:40

1:01:40

Highlights from this week’s conversation include: Brian’s Background and Journey in Data and Marketing (0:56) AI and Data Strategy (2:12) Experience at DreamWorks Animation (3:15) Marketing Timeline for Movies (5:18) Data-Driven Decisions at Expedia (9:04) Advising High-Growth Companies (14:59) LinkedIn Connections and Networking (17:57) Tension Between Marketing and Data Teams (19:59) Technology Spending in Marketing (22:07) Advice for Tech Leaders Facing Brand Marketers (25:50) Frequency of Replatforming (30:11) Understanding Data Accessibility (33:58) Data as a Product (00:37:58) Overhyped AI Applications (39:00) Underutilized AI Opportunities (00:41:51) AI's ROI Challenges (47:01) Effective AI Support Systems (52:33) Potential Ventures to Pursue Outside of Data (56:04) Final Thoughts and Takeaways (1:00:11) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Bridging Marketing and Technology Through Data-Driven Leadership with Brian Schwartz of SIZE 2:55

לפני 46 weeks2:55

2:55

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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219: The First 90 Days of Data Leadership: What the LinkedIn Posts Don't Tell You with Matt Kelliher-Gibson, The Cynical Data Guy 33:21

לפני 47 weeks33:21

33:21

Highlights from this week’s conversation include: Lightning Round Setup (1:15) Scenarios for New Data Leaders (2:33) Optimism vs. Reality (3:14) Cynical Perspective on Data Roles (5:32) Monitoring Systems Discussion (9:31) Executive Alignment Challenges (12:54) Understanding Team Dynamics (17:32) Head of Data vs. Head of Product (20:13) Product Development Steps (22:14) Consequences of Product Decisions (24:14) Challenges in Data Team Dynamics (26:03) Attribution Reporting Complexity (28:24) Long-Term Vision for Data Teams (29:22) AI Summaries Discussion (30:19) Closing Thoughts on AI Nuance (32:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Unspoken Truths of Data Leadership with Matt Kelliher-Gibson, The Cynical Data 2:53

לפני 47 weeks2:53

2:53

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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218: Breaking the Language Barrier Between Data and Business with Joyce Myers of Modern Technology Solutions 43:30

לפני 48 weeks43:30

43:30

Highlights from this week’s conversation include: Joyce's Background and Journey in Data (0:39) Technological Growth in Logistics (3:51) Leadership and Communication in Logistics (6:54) Impact of Data Quality (9:13) Significance of Data Entry Accuracy (12:05) Data's Role in Decision Making (16:01) The Cost of Adding Data Points (21:26) Real-Time Data in Logistics (24:28) Understanding Master Data (31:15) Data vs. Information Distinction (33:21) Navigating Change in Data Management (37:35) Career Advice for Data Practitioners and Parting Thoughts (41:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Small Errors, Big Consequences: The Reality of Data Quality with Joyce Myers of Modern Technology Solutions 1:56

לפני 48 weeks1:56

1:56

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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217: Bridging Data Models with Business Intuition with Zenlytic’s Founders Ryan Janssen and Paul Blankley 54:45

לפני 49 weeks54:45

54:45

Highlights from this week’s conversation include: Ryan and Paul’s Background and Journey (1:05) Excitement about AI and Data Intersection (2:50) Evolution of Language Models (5:05) Current Challenges in Model Training (6:51) Founding Zenlytic (9:12) Integrating Vibes into Decision-Making (12:58) Precision vs. Context in Data (15:03) Understanding Multimodal Inputs (17:47) The Challenge of Watching User Behavior (19:26) Empathy in Data Analysis (21:32) AI in Analytics (23:18) The Complexity of Data Models (25:33) Self-Serve Analytics Definition (28:15) Evolution of Self-Serve Analytics (32:09) Distillation of Data for End Users (36:44) Challenges in Data Interpretation (39:22) Building a Semantic Model (44:18) Using AI for Comprehensive Analysis (46:51) Future of AI in Analytics (51:31) Naming the AI Agent (52:53) Final Thoughts and Takeaways (54:21) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Large Language Models Haven’t Always Been Large with Ryan Janssen and Paul Blankley from Zenlytic 3:32

לפני 49 weeks3:32

3:32

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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216: From Raw Data to Business Results: Building High-Impact Data Teams with Ethan Aaron and John Steinmetz 55:10

לפני 50 weeks55:10

55:10

Highlights from this week’s conversation include: Ethan's Background (0:47) John's Background (1:16) Data Teams vs. Engineering Teams (2:04) Career Paths in Data (3:40) Pressure of Large Companies (6:10) Contrasting Industries: Expedia vs. Gallo (9:02) Establishing Trust in Data (11:30) From Sales to Data (16:30) Understanding Success Metrics (18:58) Creating Daily Business Value (23:03) Aligning Data Work with Leadership Goals (29:30) Differences Between Data and Software Engineering (31:25) The Role of Data in Business (35:56) Understanding Data Contracts (39:35) Accuracy vs. Usability in Data (41:51) Observational Skills in Data Roles (44:03) Defining Product in Data vs. Software (47:07) Final Thoughts and Takeaways (52:42) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Understanding Business Needs Before Building Data Solutions with Ethan Aaron and John Steinmetz 3:52

לפני 50 weeks3:52

3:52

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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215: Data Sharing and the Truth About Data Clean Rooms with Patrik Devlin of Wilde AI 52:56

לפני 51 weeks52:56

52:56

Highlights from this week’s conversation include: Patrik's Background and Journey to Wilde (1:12) The Evolution of QR Codes (4:09) Marketing Analytics and Clean Rooms (9:52) Challenges in Data Sharing (13:20) Technical Challenges with Clean Rooms (15:37) Exploring Current Data Infrastructure (19:11) Data Orchestration Tools (22:50) Performance Tuning and Data Syncing (24:00) Choosing Data Tools (26:08) Mother Duck and Data Warehousing (00:30:31) Flexible Data Architecture (32:40) DuckDB Implementation (35:36) Data Marketplace Concept (38:34) Asset Availability in Data Queries (42:21) Transition from Software Engineering to Data Stack (46:36) Data Contracts and Type Safety (49:10) Database Schema Perspectives (50:27) Final Thoughts and Takeaways (51:35) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Sharing Deep Dive and Building Secure, Scalable, Flexible Data Solutions with Patrik Devlin of Wilde AI 2:43

לפני 51 weeks2:43

2:43

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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214: Will Salesforce Be the Most Successful AI Company? And Do You Need That in Real-Time? Featuring the Cynical Data Guy 33:33

לפני 52 weeks33:33

33:33

Highlights from this week’s conversation include: Cynical Data Guy Explanation (00:00:44) Marc Benioff's LinkedIn Post (1:28) Agent Force Overview (2:23) Speculating on the Backstory (4:08) Top Comment Reaction (6:22) Salesforce's Success in AI (7:30) Distribution as a Key Factor (9:10) Salesforce's Dashboarding Solution (10:20) Data as a Byproduct Discussion (14:22) Historical Data Value Debate (17:15) Real-Time Data Processing Challenges (19:54) Real-Time Data Use Cases (22:10) Legacy Systems and Data Management (28:06) Psychology of Data Usage (29:15) Final Takeaways on Sales and Data (32:21) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: A Take on Salesforce Agentforce and More with the Cynical Data Guy 2:02

לפני 1 year2:02

2:02

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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213: How AI Can Bring Advanced Data Outcomes to More Businesses featuring Taylor Murphy of Arch 46:53

לפני 1 year46:53

46:53

Highlights from this week’s conversation include: Taylor's Background and Journey in Data (0:45) Modern Data Practices and AI (1:46) Arch's Mission and Collaboration (3:02) Data Movement and Business Needs (6:12) Bundling and Unbundling of Data Tools (8:26) Cost of Computing and Data Storage (13:22) AI Agent Models in Data Analytics (16:09) AI Analyst and Data Democratization (18:34) Decentralizing Data Expertise (20:08) Anchoring Questions in Business Metrics (23:32) Challenges for Mid-Market Companies (27:55) Creating Metrics in Organizations (29:53) User Experience in AI Interactions (34:54) Human-AI Collaboration (36:49) Managing AI Agents (39:39) Understanding Customer Data Needs (42:47) Automation of Data Parsing (45:05) Final Thoughts and Takeaways (46:16) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From ETL to AI: Taylor Murphy’s Journey to Transform Data Analytics 2:34

לפני 1 year2:34

2:34

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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212: Scaling Startups with Purpose: Jonathan Bragdon’s Blueprint for Capital-Efficient Growth 1:00:10

לפני 1 year1:00:10

1:00:10

Highlights from this week’s conversation include: Jonathan's Background in Data and VC (1:05) Working with CPG Data (3:45) Details of Purchase Data (6:20) Funding Fast-Growth Companies (12:21) Venture Studio Model (16:34) Learnings from Consulting and Incubation (19:35) Founder Obsession (21:54) Capital Stack Introduction (24:18) Capital Efficiency in Startups (28:05) Value Creation in Venture Capital (33:37) Revenue-Based Financing (38:43) Exit Aperture and Dilution (39:39) Importance of Fit in Investment (41:51) Setting Expectations Early (44:06) Aligning Financial and Problem-Solving Goals (46:21) Technical and Process Focus in Startups (49:21) Identifying Tech and Process Debt (52:39) Advice for Aspiring Founders (54:53) The Craft vs. Problem Focus (57:09) Final Thoughts and Takeaways (58:48) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Founder Obsession and Funding Options with Jonathan Bragdon of Capacity 3:09

לפני 1 year3:09

3:09

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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211: From Classroom to Data Science: Career Advice and AI Trends with Angelica ‘Jelly’ Spratley 47:21

לפני 1 year47:21

47:21

Highlights from this week’s conversation include: Disney Data and Analytics Conference (1:15) Flatiron School Overview (3:51) Defining Industry-Ready (4:48) Transitioning to Data Science (6:33) Teaching KPIs (8:10) Self-Advocacy in Career Development (11:22) Managerial Credibility (16:11) Bridging Academic and Industry Gaps (19:30) Managing Projects with Non-Technical Stakeholders (21:35) Transitioning from Industry to Teaching (23:38) Relating Data Science to Personal Interests (25:32) Creating Engaging Learning Experiences (28:42) Involvement in Data Literacy Organizations (31:09) Addressing AI Concerns in Education (34:16) Collaboration for AI Safety (38:22) Remote Work Trends (41:09) Productivity in Remote vs. Office Settings (44:11) Final Thoughts and Takeaways (46:13) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Navigating the Data World with Angelica 'Jelly' Spratley: Career Transitions, AI Insights, and Industry-Ready Skills 1:45

לפני 1 year1:45

1:45

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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210: From Reporting Basics to AI Automation with Eric Dodds and John Wessel: Navigating the Complexities of Data Standardization, Observability, and Business Alignment 1:05:45

לפני 1 year1:05:45

1:05:45

Highlights from this week’s conversation include: Reporting and Analytics Discussion (1:09) Automation in Reporting (3:16) AI's Impact on Analytics (5:00) Data Quality Challenges (6:56) Reinventing Reporting (9:23) Automated Reporting Services (14:35) Growth Trajectory of Reporting Tools (16:01) Market Size Comparison (18:04) Static vs. Time Series Data (21:27) Differentiating Reporting and Analytics (26:26) Ad Hoc Analysis vs. Reporting (29:52) The Role of Data Scientists (34:03) Planning the Reset (38:36) Focus on Business Problems (41:30) Identifying Business Needs (44:01) Heuristics and Intuition (48:03) Importance of Monitoring (52:20) Observability in Analytics (55:53) Observability in Metrics (58:08) Consistency in Definitions (1:02:39) Impact of Changing Definitions and Final Takeaways (1:04:15) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Back to the Basics: The Importance of Solid Reporting and Analytics 4:06

לפני 1 year4:06

4:06

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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209: Storytime with Cynical Data Guy: Data Projects, $50K Web Scraping Fails, and the Role of CDOs 30:57

לפני 1 year30:57

30:57

Highlights from this week’s conversation include: Previewing the Next Cynical Data Guy Episode (0:13) Story Time: Coolest Data Project You’ve Worked On (1:13) Failed Web Scraping Project (3:40) Building a Neural Net for Matching (5:22) Rebuilding the Project Strategy (7:04) Project Completion and Politics (9:35) Agreeable Data Guy's Pricing Story (11:00) Balancing Advanced and Simple Solutions (14:15) Insights from Pricing Team Meetings (16:19) Building for Scale vs. Immediate Needs (18:29) Open Source Data Formats (19:46) Disaster Recovery Experiences (22:34) Reflections on Chief Data Officers (25:01) Cynicism in Data Projects (28:19) Final Thoughts and Takeaways (30:20) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Projects Gone Wrong 1:13

לפני 1 year1:13

1:13

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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208: The Intersection of AI Safety and Innovation: Insights from Soheil Koushan on LLMs, Vision, and Responsible AI Development 44:04

לפני 1 year44:04

44:04

Highlights from this week’s conversation include: Soheil’s Background and Journey in AI (0:40) Anthropic's Philosophy on Safety (1:21) Key Moments in AI Discovery (2:52) Computer Vision Applications (4:42) Magic vs. Reality in AI (7:35) Product Development at Anthropic (12:57) Tension Between Research and Product (14:36) Safety as a Capability (17:33) Community Notes and Democracy in AI (20:41) Expert Panels for Safety (21:38) Post-Training Data Quality (23:32) User Data and Privacy (25:32) Test Time Compute Paradigm (30:54) The Future of AI Interfaces (36:04) Advancements in Computer Vision (38:46) The Role of AGI in AI Development (41:52) Final Thoughts and Takeaways (43:07) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Balancing Safety and Innovation for AI with Soheil Koushan of Anthropic 1:37

לפני 1 year1:37

1:37

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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207: Why Niche Data Tools Fail, Broken Hiring Processes, and the GUI vs. Command Line Showdown with The Cynical Data Guy 27:12

לפני 1 year27:12

27:12

Highlights from this week’s conversation include: Welcome to another episode of the Cynical Data Guys (0:24) Post on Short Sellers in Data (1:36) Investment Areas in Data (4:04) Teaching Git with GUI (9:00) Understanding Data Scientist Roles (12:25) Interview Process Critique (15:39) Hiring Process Challenges (19:19) Defining Team Fit (21:05) Effective Hiring Framework (23:05) Cynical Take on Trust Issues (25:02) Final Thoughts and Takeaways (26:05) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Open Source Data Tools: Buying or Selling? 1:48

לפני 1 year1:48

1:48

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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206: Reviving Old-School Customer Experiences Through Modern Data Strategies, Featuring Edward Chenard, Seasoned Data Leader and Analytics Officer 48:26

לפני 1 year48:26

48:26

Highlights from this week’s conversation include: Edward's Background and Journey in Data (0:44) P&L Ownership Discussion (1:15) Challenges in Profit Ownership (3:38) Data Team Dynamics (5:52) Role Clarity Between CFO and CDO (7:31) Nuances of Data Leadership (11:24) Focus on Relevance in Data Work (14:05) Best Buy's Personalization Project (18:39) Building a Data Stack (21:00) Crowd-Driven Algorithms (25:26) Event-Based Personalization (28:12) Corporate Politics and Implementation (31:00) In-Store Experience Innovations (33:16) Impact of Data Science at Best Buy (37:14) The Importance of Data Teams in AI Implementation (39:19) Using AI Conversationally (42:09) Book Recommendations for Data Leaders (44:24) Final Thoughts and Takeaways (47:05) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Modern Data, Old-School Customer Focus: A Winning Strategy with Edward Chenard 1:55

לפני 1 year1:55

1:55

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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205: How to make LLMs Boring (Predictable, Reliable, and Safe), Featuring Nicolay Gerold 48:52

לפני 1 year48:52

48:52

Highlights from this week’s conversation include: Nicolay’s Background and Journey in AI (0:39) Milestones in LLMs (4:30) Barriers to Effective Use of LLMs (6:39) Data-Centric AI Approach (10:17) Importance of Data Over Model Tuning (12:20) Capabilities of LLMs (15:08) Challenges in Structuring Data (18:28) JSON Generation Techniques (20:28) Utilizing Unused Data (22:36) Importance of Monitoring in AI (34:11) Challenges in AI Testing (37:40) Error Tracing in AI vs. Software (39:24) The AI Startup Landscape (40:53) Marketing for Technical Founders (42:41) Generative AI Hype Cycle (44:33) Connecting with Nicolay and Final Takeaways (47:59) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What are LLMs Actually Good At? Featuring Nicolay Gerold 1:40

לפני 1 year1:40

1:40

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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204: Will a Duck DB-Like Excel Emerge by 2075? And Is Data Every Company’s Most Valuable Asset? Featuring Benn Stancil of Mode 53:36

לפני 1 year53:36

53:36

Highlights from this week’s conversation include: Benn's Background and Journey in Data (0:48) Reflection on Strategy and Vision (2:10) The Importance of Doing It Your Way (4:10) Early Experiences and Blogging (6:27) Self-Imposed Pressure in Startups (8:24) The Challenge of Decision-Making (12:11) Key Decisions in a Startup's Trajectory (15:48) Understanding Startup Anxiety (17:24) Importance of Focus in Data Startups (20:02) Product Market Fit Insights (24:38) Cultural Change and Product Fit (30:23) Evolution of Data Teams (31:57) The Role of High-Profile Data Successes (34:12) Challenges of Data in Smaller Businesses (36:16) Product Team Dynamics (38:18) The Future of Excel (41:11) Anti-Patterns in Data Usage (45:05) Imagining Excel's Replacement (47:05) Exploring New Data Solutions (49:24) The Role of LLMs in Data Analysis (51:29) Final Thoughts and Takeaways (53:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Will Excel Exist in 50 Years? Featuring Benn Stancil of Mode 2:21

לפני 1 year2:21

2:21

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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203: From Data Dreams to Practical Marketing Outcomes with Spencer Burke of Braze 46:39

לפני 1 year46:39

46:39

Highlights from this week’s conversation include: Spencer's Background at Braze (1:54) The Early Days of Braze (2:41) Finding Product-Market Fit (4:44) First Major Customer (6:33) Unique Aspects of Braze's Growth Team (8:07) Startup Culture Experience (10:40) Data and Marketing Perspectives (12:50) Common Marketing Data Challenges (15:50) Changing Dynamics in Marketing Tech (18:12) Evaluating Marketing Tools (19:38) Transformation of Marketing Tools (22:18) Marketers Becoming More Technical (24:10) API Utilization in Marketing (25:46) Connecting Customer Experience (29:09) Flexibility in Data Integration (32:05) Pushing vs. Pulling Data (34:35) Anomaly Detection in Data Reporting (37:02) Understanding the Importance of Core KPIs (39:09) Making Data More Consumable (42:38) Final Thoughts and Takeaways (44:51) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Get Better at Data, Get Better at Marketing with Spencer Burke of Braze 2:03

לפני 1 year2:03

2:03

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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202: Predicting the Impact of Competitive Entrants With Synthetic Controls with Evan Wimpey of Elder Research 50:01

לפני 1 year50:01

50:01

Highlights from this week’s conversation include: Evan's Background and Journey in Data (0:40) Discussion on Synthetic Controls (1:04) Evan's Educational Journey and Marine Corps Experience (2:54) Joining Elder Research (4:38) Synthetic Controls Explained (6:54) Measuring Impact with Synthetic Controls (9:05) Building the Control Group (12:54) Qualitative Context in Data Analysis (14:50) Final Steps with Synthetic Controls (16:29) Client Analytics Maturity (18:56) Outsourcing Decisions in Analytics (21:09) Cohesion Between Analytics Teams (24:18) Validation of Predictive Models (26:37) Confidence in Marketing Predictions (29:01) Setting Expectations for Data Science (36:09) Evan's Background in Data Comedy (39:44) The Journey to Award-Winning Jokes (41:29) Creating New Jokes (46:22) Get the Joke Book and Final Thoughts in the Episode (48:46) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Comedy and Synthetic Controls with Evan Wimpey of Elder Research 1:37

לפני 1 year1:37

1:37

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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201: AI Real-Talk: Uncovering the Good, Bad and Ugly Through Prototyping with Eric, John, and Matt 1:03:19

לפני 1 year1:03:19

1:03:19

Highlights from this week’s conversation include: Current State of LLMs (1:12) Historical Analogy to the iPhone (3:32) Limitations of Early iPhones (5:02) Comparing LLMs to Historical Technologies (6:08) Skepticism About LLM Capabilities (9:11) Broad Nature of AI Innovations (10:12) User Input Challenges (14:32) Transcription and Unstructured Data (16:19) Single Player vs. Multiplayer Experiences with LLMs (18:50) Revenue Insights from ChatGPT (20:27) Contextual Use of LLMs in Development (23:43) Implications of Human Involvement (26:15) The Role of Human Feedback (29:19) Customer Data Management and LLMs (31:25) Streamlining Data Engineering Processes (34:24) Prototyping Content Recommendations (37:42) Summarizing Content for LLMs (39:51) Challenges with Output Quality (41:18) Data Formatting for Marketing Use (43:20) Efficient Workflow Integration (46:20) Exploring New Prototyping Techniques (50:56) Distance Metrics for Improved Relevance (53:00) Improving Search Techniques (56:46) Utilizing LLMs in Customer Data (59:15) Challenges in Customer Data Processing (1:01:10) Final thoughts and takeaways (1:02:12) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: AI Roundtable: Putting AI in Historical Context and Real-Life Learnings Through Prototyping, with Eric, John, and Matt 2:00

לפני 1 year2:00

2:00

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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200: Data Team Struggles: Telling Stakeholders the Truth vs. What They Want to Hear (How to Tell The Truth, Tactfully) 29:01

לפני 1 year29:01

29:01

Highlights from this week’s conversation include: Lightning Round Discussion (1:21) Data Team's Truthfulness (2:21) Culture as a Blocker (9:10) Misconceptions about Data Jobs (10:32) Cultural and Technological Influences (11:51) Challenges in Data Science Projects (15:19) Embracing the Process (17:23) Barriers to Entry (19:36) Hiring Data Leaders (22:06) Challenges of Data Leadership (25:38) Evolving Hiring Criteria (27:30) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Jaded Takes on Data Linkedin 2:00

לפני 1 year2:00

2:00

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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199: How To Use Data Analytics and AI To Increase Profitability With Smarter Procurement, Featuring Cameron Jagoe of ProcureVue 49:29

לפני 1 year49:29

49:29

Highlights from this week’s conversation include: Cameron's Background and Journey in Data (1:49) Running a Bakery (3:03) Applying Analytics to Bakery Operations (7:07) Reevaluating Business Operations (18:08) Optimizing for Profitability (19:09) Working at Newell Rubbermaid (20:11) Value Engineering Projects (22:11) Starting a Center of Excellence (24:53) Productizing the Approach (29:48) Tech Stack for Data Analysis (31:40) Data Cleaning and Classification (35:16) Market Build and Pricing Accuracy (37:13) The AI Tool as a Pointy Stick (38:20) Sourcing and Sales as Two Sides of the Coin (41:04) Challenges with Parsing Data (44:06) Personal Journey and Company Success (46:44) Final thoughts and takeaways (47:45) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Better Analytics, Smarter Purchasing, and Improved Profitability with Cameron Jagoe of ProcureVue 2:39

לפני 1 year2:39

2:39

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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198: Building AI Search and Customer-Enabled Fine-Tuning with Jesse Clark of Marqo.ai 52:11

לפני 1 year52:11

52:11

Highlights from this week’s conversation include: Jesse’s background and work in data (0:35) E-commerce Application for Search (1:23) Ph.D. in Physics Experience Then Working in Data (2:27) Early Machine Learning Journey (4:35) Machine Learning at Stitch Fix (7:28) Machine Learning at Amazon (10:39) Myths and Realities of AI (13:49) Bolt-On AI vs. Native AI (17:26) Overview of Marqo (19:46) Product launch and fine-tuning models (23:02) Importance of data quality (25:38) The power of machine learning in search (32:02) Future of domain-specific knowledge and product data (34:08) Unstructured data and AI (37:19) Technical aspects of Marqo's system (39:42) Challenges of vector search (43:27) Evolution of search technology (48:15) Future of search interfaces (50:43) Final thoughts and takeaways (51:53) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Exploring the Evolution of AI and ML in E-commerce Search Optimization with Jesse Clark of Marqo.ai 1:50

לפני 1 year1:50

1:50

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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197: Deep Dive: How to Build AI Features and Why it is So Dang Hard with Barry McCardle of Hex 1:03:35

לפני 1 year1:03:35

1:03:35

Highlights from this week’s conversation include: Overview of Hex and its Purpose (0:51) Discussion on AI and Data Collaboration (1:42) Product Updates in Hex (2:14) Challenges of Building AI Features (13:29) Magic Features and AI Context (15:22) Chatbots and UI (17:31) Benchmarking AI Models (19:06) AI as a Judge Pattern (23:32) Challenges in AI Development (25:31) AI in Production and Product Integration (28:43) Difficulties in AI Feature Prediction (33:38) Deterministic template selection and AI model uncertainty (36:21) Infrastructure for AI experimentation and evaluation (40:11) Consolidation and competition in the data stack industry (42:27) Data gravity, integration, and market dynamics (47:12) Enterprise adoption and the bundling and unbundling of platforms (51:03) The open source databases and the middle ground (53:18) Building successful open source businesses (57:00) The fun approach to product launch video (1:01:14) Final thoughts and takeaways (01:03:15) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Why is Building Great AI Features so Hard? Featuring Barry McCardel of Hex 2:22

לפני 1 year2:22

2:22

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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196: Why Big Query Was a Big Deal, Observability AI, and How AI is Like a Guy at the Bar, Featuring David Wynn of Edge Delta 49:21

לפני 1 year49:21

49:21

Highlights from this week’s conversation include: David’s Background and Career (0:49) Econometrics Work at UPS (3:14) Challenges with Time Series Data and Tools (7:15) Working at Google Cloud (11:28) BigQuery's Significance (13:51) Comparison of Data Warehouse Products (17:23) Learning different cloud platforms (20:17) Coherence in GCP (23:04) Observability and data analysis (32:44) Support for Iceberg format in BigQuery (36:31) AI in Observability (40:25) AI's Role in Observability (43:39) AI and Mental Models (46:04) Final thoughts and takeaways (48:32) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Google Cloud Deep Dive and Observability AI with David Wynn of Edge Delta 2:58

לפני 1 year2:58

2:58

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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195: Supply Chain Data Stacks and Snowflake Optimization Pro Tips with Jeff Skoldberg of Green Mountain Data Solutions 48:51

לפני 1 year48:51

48:51

Highlights from this week’s conversation include: Jeff's Background and Transition to Independent Consulting (0:03) Working at Keurig and Business Model Changes (2:16) Tech Stack Evolution and SAP HANA Implementation (7:33) Adoption of Tableau and Data Pipelines (11:21) Supply Chain Analytics and Timeless Data Modeling (15:49) Impact of Cloud Computing on Cost Optimization (18:35) Challenges of Managing Variable Costs (20:59) Democratization of Data and Cost Impact (23:52) Quality of Fivetran Connectors (27:29) Data Ingestion and Cost Awareness (29:44) Virtual Warehouse Cost Management (31:22) Auto-Scaling and Performance Optimization (33:09) Cost-Saving Frameworks for Business Problems (38:19) Dashboard Frameworks (40:53) Increasing Dashboards (43:29) Final thoughts and takeaways (46:28) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Breaking down Keurig’s Supply Chain Data Stack with Jeff Skoldberg of Green Mountain Data Solutions 2:21

לפני 1 year2:21

2:21

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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194: Building Retail Churn Prediction on DuckDB with Clint Dunn of Wilde 48:08

לפני 1 year48:08

48:08

Highlights from this week’s conversation include: Clint’s Background and Journey in Data (0:51) Starting a Data Career (2:01) Transition to Startup SaaS World (4:27) Clint’s Connection to a Federal Reserve Database (5:31) Challenges in Predictive Modeling (10:27) Data Input Challenges (15:50) Marketers' Workflow and Data Integration (18:29) Soft ROI vs. Hard ROI in Data Analysis (00:21:31) Balancing Internal Marketing and Data Team's Value (22:35) Simplifying Data Inputs for Predictive Models (25:09) Data Analysis Workflow and Tech Stack (29:06) Open Data Formats and Impact on Data Platforms (34:40) The S3 and Ecosystem Model (37:08) In-browser SQL Queries with DuckDB (39:24) Data Security Concerns and Solutions (41:47) Clean Rooms and Data Sharing (43:32) Final Thoughts and Takeaways (47:35) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Hard Data ROI and Productizing Retail Churn Prediction with Clint Dunn of Wilde 1:41

לפני 1 year1:41

1:41

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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193: Introducing the Cynical Data Guy: Is Data-Driven a Myth? 24:25

לפני 1 year24:25

24:25

Highlights from this week’s conversation include: Introducing a special edition of the show with the cynical data guy (0:19) Metadata and LLMs (2:32) Data-driven culture (8:44) No-code orchestration tools (17:09) No Code vs. Low Code (19:58) Enterprise Challenges with No Code Solutions (20:08) No Code Tools for Small Companies (21:40) Inappropriate Use of Tools (23:06) Final thoughts and takeaways (24:05) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Cynical Data Guy’s Origin Story 3:08

לפני 1 year3:08

3:08

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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192: Business Logic As Code: A New LLM-Powered Operating System for Business Automation with Binny Gill of Kognitos 47:57

לפני 1 year47:57

47:57

Highlights from this week’s conversation include: The history of computer science and AI inflection point (1:23) Binny's early programming experiences and the constraints of technology (2:14) Getting interested in computer programming (5:02) The experiment that impacted the starting of Kognitos (8:23) Challenges in traditional computer science (16:04) Reimagining programming and debugging through natural language (19:08) The operating system for applications (20:19) Changing the paradigm of programming (21:25) Complexity in software compilation (22:05) Challenges in automating business processes (24:50) Solving business process problems with Kognitos (27:39) AI as a tool in business solutions (34:05) The future of AI and specialized intelligence (37:08) Using LLMs for Context Generation (40:43) Biases and Data Set Source Transparency (41:48) Next Innovation in Data (44:34) Final Thoughts and Takeaways (47:06) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Programming Tic Tac Toe to Building an Operating System for Natural Language Programs With Binny Gill of Kognitos 2:59

לפני 1 year2:59

2:59

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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191: From Amazon to Consulting: Time Series Forecasting and How to Communicate Data Analytics Insights with David McCandless of McCandless Consulting 49:26

לפני 1 year49:26

49:26

Highlights from this week’s conversation include: David's Background and Journey in Data (0:30) Transition to Time Series Forecasting (2:03) Working on Time Series Forecasting at Amazon (2:55) Challenges and Experience in Time Series Forecasting (4:32) Transitioning to a New Role at Amazon (5:52) Tools and Methods for Time Series Forecasting (8:17) Forecasting Impact and Accuracy (15:30) Explaining Variance and Lessons Learned (18:58) Understanding Downstream Consumers and Empathy for Business Leaders (20:36) Amazon's Culture and Decision-Making Process (24:27) Assimilating into Amazon's Culture (26:04) Interpreting Data for Business Stakeholders (28:34) Consulting for Small Businesses (30:28) Challenges in Automation and Maintenance (32:18) Analyzing Financial Metrics for Small Businesses (34:51) Tooling and Data Solutions for Small Businesses (39:52) Empowering Small Businesses with Data (46:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Practical Applications for Time Series Forecasting with David McCandless of McCandless Consulting 2:45

לפני 1 year2:45

2:45

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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190: Aligning Data Teams and Data Tools With Business Needs Featuring Ben Rogojan, the Seattle Data Guy 52:19

לפני 1 year52:19

52:19

Highlights from this week’s conversation include: Ben’s background and journey in data (0:18) Relating data to business outcomes (2:33) Facebook's approach to data-driven business outcomes (4:43) Subjectivity and data-driven business outcomes (8:43) Infrastructure and data collection at Facebook (12:04) The importance of first-party data and the death of third-party cookies (16:27) Facebook's Data and Attribution Challenges (20:08) Facebook's Infrastructure and Tooling (23:41) Differences in Data Approaches (28:26) Challenges of Data Project Alignment with Business Outcomes (32:58) Integration of Data into Tools and Partnerships (35:12) Building Alliances with Embedded Data Analysts (38:08) Budgeting for Data Teams (40:02) Healthy Team Dynamics and Budgeting (44:18) Data Team Reporting Structure (46:23) Connecting with Ben and More Content (50:55) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Success From Mid-market to Enterprise with Ben Rogojan 2:47

לפני 1 year2:47

2:47

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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189: Customer Data Modeling, The Data Warehouse, Reverse ETL, and Data Activation with Ryan McCrary of RudderStack 1:03:52

לפני 1 year1:03:52

1:03:52

Highlights from this week’s conversation include: Ryan's Background and Roles in Data (0:05) Data Activation and Dashboard Staleness (1:27) Profiles and Data Activation (2:54) Customer-Facing Experience and Product Management (3:40) Profiles Product Overview (5:10) Use Cases for Profiles (6:44) Challenges with Data Projects (9:19) Entity Management and Account Views (15:33) Handling Entities and Duplicates (17:55) Challenges in Entity Management (22:18) Product Management and Data Solutions (26:08) Reverse ETL and Data Movement (31:58) Accessibility of Data Warehouses (36:14) Profiles and Entity Features (37:47) Cohorts Creation and Use Cases (41:17) Customer Data and Targeting (43:09) Activations and Reverse ETL (45:57) ML and AI Use Cases (55:53) Data Activation and ML Predictions (57:02) Spicy Take and Future Product Features (59:47) ETL Evolution and Cloud Tools (1:00:50) Unbundling and Future Trends (1:02:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How to Get Business Teams Closer to Customer Data (The Right Way) 3:00

לפני 1 year3:00

3:00

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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188: How To Invest in Data Infrastructure and Data Projects That Create Business Value with Matthew Kelliher-Gibson of Rudderstack 56:10

לפני 1 year56:10

56:10

Highlights from this week’s conversation include: Matt KG’s Background in Data (0:35) Challenges in purchasing data tools (1:28) Early experiences in data analysis (9:51) Matt’s Transition to a subprime auto loan company (13:19 Transition to RudderStack and software purchase decisions (17:36) Tech Problems: People and Process (22:02) Challenges in Purchasing Data Tools (22:55) Budget Constraints and Purchasing Decisions (24:46) Challenges with Platform Documentation (26:55) Metrics and Cost Efficiency (30:11) Risk and Conviction in Purchasing Decisions (32:53) Justification and Value Creation (38:17) Connecting Data to Business Value (42:03) Navigating Business Relationships (46:25) Empowering Analysts (49:54) Relational Capital and Team Competency (51:29) Final thoughts and takeaways (54:16) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Navigating the Procurement Process for Data Infrastructure Tooling With Matthew Kelliher-Gibson of Rudderstack 2:43

לפני 2 years2:43

2:43

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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187: Startup Lessons and Torch Passing with Kostas Pardalis 46:06

לפני 2 years46:06

46:06

Highlights from this week’s conversation include: Kostas Passes the Baton as Co-Host of the Podcast (0:24) Reflecting on the Podcast (2:56) New Co-Host John Wessel and His Background in Data (4:34) Kostas Journey in Data (10:55) Rudderstack's Explosive Growth (21:28) The Podcast's Inception and Marketing Activities (24:19) Evolution of the podcast (27:22) Memorable guests and experiences (28:29) Connecting with industry leaders and key innovators in the space (33:05) Kostas' new venture (36:26) Advice for the new co-host (42:17) Final Thoughts and Takeaways (44:47) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Why Is Kostas a Guest on His Own Podcast? 3:47

לפני 2 years3:47

3:47

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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186: Data Fusion and The Future Of Specialized Databases with Andrew Lamb of InfluxData 58:26

לפני 2 years58:26

58:26

Highlights from this week’s conversation include: The Evolution of Data Systems (0:47) The Role of Open Source Software (2:39) Challenges of Time Series Data (6:38) Architecting InfluxDB (9:34) High Cardinality Concepts (11:36) Trade-Offs in Time Series Databases (15:35) High Cardinality Data (18:24) Evolution to InfluxDB 3.0 (21:06) Modern Data Stack (23:04) Evolution of Database Systems (29:48) InfluxDB Re-Architecture (33:14) Building an Analytic System with Data Fusion (37:33) Challenges of Mapping Time Series Data into Relational Model (44:55) Adoption and Future of Data Fusion (46:51) Externalized Joins and Technical Challenges (51:11) Exciting Opportunities in Data Tooling (55:20) Emergence of New Architectures (56:35) Final thoughts and takeaways (57:47) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Open Source and the Evolution of Data Systems with Andrew Lamb of InfluxData 3:35

לפני 2 years3:35

3:35

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week: A Decade of Supporting the Data Community with Pete Soderling 36:02

לפני 2 years36:02

36:02

Highlights from this week’s conversation include: Pete’s background and the origin story of Data Council (1:04) Reflecting on 10 years of Data Council (2:07) Impact of the pandemic on conferences (5:25) Rebuilding after the pandemic (7:42) Evolution of Data Council (10:33) Balancing content and sponsorship (16:17) Selecting speakers and content at Data Council (19:39) Highlights from the conference this year (21:58) Realization of AI Future (22:45) Embracing AI at Data Council (23:31) Announcement of Prime Ventures (25:43) Improving Data Council (27:45) Trends and Technologies (29:46) Cautions for Startups (31:47) Connecting with Data Council and Final Takeaways (33:09) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week: AI Isn’t Just Hype - How To Successfully Apply LLMs Today with Tristan Zajonc of Continual 35:33

לפני 2 years35:33

35:33

Highlights from this week’s conversation include: Tristan's Background and Journey into Data (1:14) Evolution of Machine Learning and AI (3:13) Impact of Generative AI (6:33) MLOps and Challenges in Early Data Science (8:48) Success and Applications of AI Today (11:34) Continual AI Copilot Platform (18:04) Challenges in building remarkable AI assistants (19:58) Reliability and accuracy in AI responses (25:31) Regulation and adoption of AI assistants (31:30) Future of AI assistants and Continual AI (33:12) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week: How To Do Self-Service Data Analytics and Business Intelligence Right with Ryan Dolley of GoodData 42:08

לפני 2 years42:08

42:08

Highlights from this week’s conversation include: Ryan’s background in data (0:58) Transition from Performing Arts to Data (2:23) Understanding End Users in Data Projects (6:08) Learning from Failures in Data Projects (8:07) The self-service era (19:50) Struggles of self-service (21:23) The disillusion with dashboards (26:23) GoodData's approach (30:06) Merging wisdom with modern approach (31:50) User experience with GoodData (34:05) Defining metrics and AI (36:35) Connecting with Ryan and GoodData (39:26) Final thoughts and takeaways (41:06) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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185: The Evolution of Data Processing, Data Formats, and Data Sharing with Ryan Blue of Tabular 1:29:43

לפני 2 years1:29:43

1:29:43

Highlights from this week’s conversation include: The Evolution of Data Processing (2:36) Ryan’s Background and Journey in Data (4:52) Challenges in Transitioning to S3 (8:47) Impact of Latency on Query Performance (11:43) Challenges with Table Representation (15:26) Designing a New Metadata Format (21:36) Integration with Existing Tools and Open Source Project (24:07) Initial Features of Iceberg (26:11) Challenges of Manual Partitioning (31:49) Designing the Iceberg Table Format (37:31) Trade-offs in Writing Workloads (47:22) Database Systems and File Systems (55:00) Vendor Influence on Access Controls (1:01:58) Restructuring Data Security (1:03:39) Delegating Access Controls (1:07:22) Column-level Access Controls (1:14:19) Exciting Releases and Future Plans (1:17:47) Centralization of Components in Data Infrastructure (1:25:37) Fundamental Shift in Data Architecture (1:28:28) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Two Parallel Tracks of Development In Data Processing with Ryan Blue of Tabular 4:48

לפני 2 years4:48

4:48

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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184: Kafka Streams and Operationalizing Event Driven Applications with Apurva Mehta of Responsive 58:27

לפני 2 years58:27

58:27

Highlights from this week’s conversation include: Apruva’s background in streaming technology (0:48) Developer experience and Kafka streams (2:47) Motivation to bootstrap a startup (4:09) Meeting the Confluent founders and early work at Confluent (6:59) Projects at Confluent and transition to engineering management (10:34) Overview of Responsive and event-driven applications (12:55) Defining event-driven applications (15:33) Importance of latency and state in event-driven applications (18:54) Low Latency and Stateful Processing (21:52) In-Memory Storage and Evolution of Kafka (25:02) Motivation for KSQL and Kafka Streams (29:46) Category Creation and Database-like Interface (34:33) Developer Experience with Kafka and Kafka Streams (38:50) Kafka Streams Functionality and Operational Challenges (41:44) Metrics and Tuning Configurations (43:33) Architecture and Decoupling in Kafka Streams (45:39) State Storage and Transition from RocksDB (47:48) Future of Event-Driven Architectures (56:30) Final thoughts and takeaways (57:36) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Event-Driven Applications: Where Low Latency Meets High Impact with Apurva Mehta of Responsive 3:57

לפני 2 years3:57

3:57

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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183: Why Modern Data Quality Must Move Beyond Traditional Data Management Practices with Chad Sanderson of Gable.ai 1:02:50

לפני 2 years1:02:50

1:02:50

Highlights from this week’s conversation include: Chad’s background and journey in data (0:46) Importance of Data Supply Chain (2:19) Challenges with Modern Data Stack (3:28) Comparing Data Supply Chain to Real-world Supply Chains (4:49) Overview of Gable.ai (8:05) Rethinking Data Catalogs (11:42) New Ideas for Managing Data (15:16) Data Discovery and Governance Challenges (18:51) Static Code Analysis and AI Impact on Data (24:55) Creating Contracts and Defining Data Lineage (27:31) Data Quality Issues and Upstream Problems (32:32) Challenges with Third-Party Vendors and External Data (34:29) Incentivizing Engineers for Data Quality (40:28) Feedback Loops and Actionability in Data Catalogs (45:30) Missing metadata (48:57) Role of AI in data semantics (50:27) Data as a product (54:26) Slowing down to go faster (57:38) Quantifying the cost of data changes (1:01:24) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Data Supply Chain with Chad Sanderson of Gable.ai 7:49

לפני 2 years7:49

7:49

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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182: Building a Dynamic Data Infrastructure at Enterprise Scale Featuring Kevin Liu of Stripe 1:00:54

לפני 2 years1:00:54

1:00:54

Highlights from this week’s conversation include: Kevin’s background and work at Stripe (0:31) Evolution of Data Infrastructure at Stripe (2:18) Kevin's Interest in Data (5:29) Software Engineer or Data Engineer? (8:27) Speech Recognition Work at Amazon (11:06) Efficiency and Cost Management (15:50) Metadata and Query Analysis (18:38) Surprising Discoveries in Metadata Analysis (21:43) Optimizing Cost and Value (23:55) Product Sizing Stripe Data (26:39) Popular Tool for Data Interaction (30:08) Enabling Data Infrastructure Integration (35:22) Value of Data Pipelining for Stripe (39:32) Next Generation Product and Technology (43:54) Maximizing value in a decentralized environment (51:34) Future of open source projects in data infrastructure (57:59) Final thoughts and takeaways (59:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Exploring the Intersection of Software Engineering and Data Management with Kevin Liu of Stripe 6:18

לפני 2 years6:18

6:18

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Enhancing Search and Recommendation Systems with Vector Databases with Bob van Luijt of Weaviate 5:10

לפני 2 years5:10

5:10

In this bonus conversation, Eric and Kostas preview their upcoming conversation with Bob van Luijt of Weaviate. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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158: The Orchestration Layer as the Data Platform Control Plane With Nick Schrock of Dagster Labs 1:02:18

לפני 2 years1:02:18

1:02:18

Highlights from this week’s conversation include: Nick’s background and journey in data (2:28) Founding Dagster Labs (7:50) The evolution of data engineering (12:32) Fragmentation in data infrastructure (15:04) The role of orchestration in data platforms (19:53) The importance of operational tools for data pipelines (25:01) Lessons learned from working with GraphQL (26:19) The role of the orchestrator in data engineering (34:51) The boundaries between data infrastructure and product engineering (37:33) Different orchestrators in the data infrastructure landscape(42:03) The role of MLOps in data engineering (46:04) Data Quality and Orchestration (51:04) Future of Data Teams and Orchestration (54:27) Final thoughts and takeaways from (58:01) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Power of Data Orchestration: A Game-Changer for Data Infrastructure, Featuring Nick Schrock of Dagster Labs 3:29

לפני 2 years3:29

3:29

In this bonus episode, Eric and Kostas preview their upcoming conversation with Nick Schrock of Dagster Labs. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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157: From Search Engine to Answer Engine Using Grounded Generative AI, Featuring Amr Awadallah of Vectara 1:03:57

לפני 2 years1:03:57

1:03:57

Highlights from this week’s conversation include: Amr’s extensive background in data (3:23) The evolution of neural networks (9:21) The role of supervised learning in AI (11:17) Explaining Vectara (13:07) Papers that laid the foundation for AI (15:02) Contextualized translation and personalization (20:07) Ease of use and answer-based search (25:01) AI and potential liabilities (35:54) Minimizing difficulties in large language models (36:43) The process of extracting documents in multidimensional space (44:47) Summarization process (46:33) The danger of humans misusing technology (54:59) Final thoughts and takeaways (57:12) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How Can Large Language Models Revolutionize Decision-Making? Featuring Amr Awadallah of Vectara 5:00

לפני 2 years5:00

5:00

In this bonus episode, Eric and Kostas preview their upcoming conversation with Amr Awadallah of Vectara. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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156: Simple, Performant, Cost-effective Data Streaming with Alex Gallego of Redpanda Data 54:45

לפני 2 years54:45

54:45

Highlights from this week’s conversation include: Alex’s background in the data space and the creation of Redpanda (4:23) The cost and complexity of streaming (11:07) The evolution of storage with Kafka (12:04) The distinction between streaming technologies (15:10) Simplicity as a Core Design Principle (27:03) Cost Efficiency in a Cloud Native Era (30:44) Removing complexity with Redpanda (34:21) Migrations and compatibility with Redpanda (40:35) The Future of Redpanda (43:44) The Story Behind Redpanda (46:45) Final thoughts and takeaways (50:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Redpanda: Revolutionizing Streaming Systems and Challenging the Kafka Status Quo with Alex Gallego 3:46

לפני 2 years3:46

3:46

In this bonus episode, Eric and Kostas preview their upcoming conversation with Alex Gallego of Redpanda. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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155: Bringing Innovation to Enterprise Resource Planning with Emilie Schario of Turbine 1:01:18

לפני 2 years1:01:18

1:01:18

Highlights from this week’s conversation include: Emilie’s background and journey in data (3:42) The problem of three-way match (8:56) Operational workflows and how data stacks solve them (13:16) Turbine’s solution as a lightweight ERP (14:05) Workflows and analytics (14:59) Consolidating information into helpful application (27:41) Challenges in operational workflows (32:19) Friction and hurdles in ERP usage (39:28) A solution for purchase order management (40:47) Turbine’s focus and limitations (45:26) Building a software that gets out of the way (52:51) Final thoughts and takeaways (54:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Making ERP Systems More User-Friendly with Emilie Schario of Turbine 6:42

לפני 2 years6:42

6:42

In this bonus episode, Eric and Kostas preview their upcoming conversation with Emilie Schario of Turbine. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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154: Making Cross-Company Data Exchange Easy with Pardis Noorzad of General Folders 1:02:56

לפני 2 years1:02:56

1:02:56

Highlights from this week’s conversation include: Pardis’ background and journey in data (3:24) AI before the hype (8:37) Founding General Folders (12:36) Data collaboration challenges (15:31) Examples of data sharing (17:40) Data transfer in various industries (22:16) Defining the transfer problem (28:30) The demand for scalable solutions (32:06) Data transfer and model exposition (41:02) Data governance and API (43:23) Final thoughts and takeaways (56:48) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Simplifying Data Collaboration with Pardis Noorzad of General Folders 5:59

לפני 2 years5:59

5:59

In this bonus episode, Eric and Kostas preview their upcoming conversation with Pardis Noorzad of General Folders. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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153: The Future of Data Science Notebooks with Jakub Jurových of Deepnote 59:54

לפני 2 years59:54

59:54

Highlights from this week’s conversation include: Jakub’s journey into data and working with notebooks (2:43) Overview of Deepnote and its features (7:22) Notebook 1.0 and 2.0 (14:04) Notebook 3.0 and its potential impact (15:46) The need for collaboration across organizations (17:16) Real-time, asynchronous, and organizational collaboration (28:02) Challenges to collaboration (32:03) Notebooks as a universal computational medium (36:14) The rise of exploratory programming (41:40) The power of natural language interface (43:04) The evolving grammar of using notebooks (47:02) Final thoughts and takeaways (55:50) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Exploring the Evolution of Notebooks with Jakub Jurových of Deepnote 4:23

לפני 2 years4:23

4:23

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jakub Jurových of Deepnote. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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152: Three Steps To Enhance Product Analytics with Ken Fine of Heap 1:07:19

לפני 2 years1:07:19

1:07:19

Highlights from this week’s conversation include: Ken’s background and journey to Heap (2:32) Heap’s problem-solving approach (8:19) Auto-capture and its significance in the marketplace (13:03) Providing qualitative context: sessions and surveys (16:23) Collection and storage of data (25:42) Challenges of real-time data collection (26:40) The true gap in the market today (37:39) Consolidation and aggregation of data solutions (41:58) Simplifying the data stack (47:32) A different approach in engineering and software development (51:12) Skills and Stages in Company Growth (55:58) Final thoughts and takeaways (1:02:52) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Auto Tracking in Product Analytics with Ken Fine of Heap 4:14

לפני 2 years4:14

4:14

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ken Fine of Heap. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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181: OLAP Engines and the Next Generation of Business Intelligence with Mike Driscoll of Rill Data 59:50

לפני 2 years59:50

59:50

Highlights from this week’s conversation include: Michael’s background and journey in data (0:33) The origin story of Druid (2:39) Experiences and growth in Data (8:08) Druid's evolution (21:46) Druid's architectural decisions (26:32) The user experience (30:06) The developer experience (35:14) The evolution of BI tools (40:55) Data architecture and integration (47:53) AI's impact on BI (52:26) What would Mike be doing if he didn’t work in data? (56:27) Final thoughts and takeaways (57:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Making the Data Stack Serverless in the Cloud with Mike Driscoll of Rill Data 5:36

לפני 2 years5:36

5:36

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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180: Data Observability and AI for Data Operations Featuring Kunal Agarwal of Unravel Data 53:20

לפני 2 years53:20

53:20

Highlights from this week’s conversation include: The evolution of data operations (1:13) Unravel's role in simplifying data operations (2:17) Kunal’s journey from fashion to enterprise data management (5:23)\ The Unravel platform and its components (10:08) Challenges in data operations at scale (16:34) Users of Unravel within an organization (22:32) Calculating ROI on data products (25:55) Understanding the cost of data operations (27:01) Measuring productivity and reliability (30:59) Diversity of technologies in data operations (34:52) Efficiency in cost management (44:15) Implementing observability in AI (47:55) Challenges of AI Adoption (50:17) Final thoughts and takeaways (51:36) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What’s Driving The Evolution of Data Operations? Featuring Kunal Agarwal of Unravel Data 5:11

לפני 2 years5:11

5:11

In this bonus episode, Eric and Kostas preview their upcoming conversation with Kunal Agarwal of Unravel Data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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179: Time Series Data Management and Data Modeling with Tony Wang of Stanford University 50:42

לפני 2 years50:42

50:42

Highlights from this week’s conversation include: Tony's background and research focus (3:35) Challenges in academia and industry (6:15) Ph.D. student's routine (10:47) Academic paper review process (15:26) Aha moments in research (20:05) Academic lab structure (23:09) The decision to move from hardware to data research (24:43) Research focus on time series data management (27:40) Data modeling in time series and OLAP systems (32:01) Issues and potential solutions for parquet format (37:32) Role of external indices in parquet files (42:19) Tony's open source project (47:11) Final thoughts and takeaways (49:30) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How is Academic Research Shaping the Future of Data Processing Systems? Featuring Tony Wang of Stanford University 3:27

לפני 2 years3:27

3:27

In this bonus episode, Eric and Kostas preview their upcoming conversation with Tony Wang of Stanford University. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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178: How to Build a Data Stack to Win PLG, Featuring Peter Chapman 57:17

לפני 2 years57:17

57:17

Highlights from this week’s conversation include: Peter's background and journey in data (0:26) Introduction to PLG (4:18) Starting in data at Heroku (6:05) Building the data stack at Heroku (8:13) Data stack requirements for early-stage companies (12:00) Differentiating PLG companies from open source companies (19:26) Venture capital and open source as a lever for growth (22:56) Initial data modeling and analysis (25:38) Operationalizing Data (29:16) Sales and Marketing Operationalization (31:52) Identifying Signals (34:16) Challenges in Developing Signals (37:07) Account Management for Developer Tools (42:30) Challenges in Achieving Margins (45:02) Leveraging Infrastructure for Margins (47:35) Inference vs Training (54:55) Final thoughts and takeaways (57:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Building a Future-Proof Data Stack from Day Zero? Featuring Peter Chapman 5:47

לפני 2 years5:47

5:47

In this bonus episode, Eric and Kostas preview their upcoming conversation with Peter Chapman, a GTM consultant. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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177: AI-Based Data Cleaning, Data Labelling, and Data Enrichment with LLMs Featuring Rishabh Bhargava of refuel 1:07:21

לפני 2 years1:07:21

1:07:21

Highlights from this week’s conversation include: The overview of refuel (0:33) The evolution of AI and LLMs (3:51) Types of LLM models (12:31) Implementing LLM use cases and cost considerations (00:15:52) User experience and fine-tuning LLM models (21:49) Categorizing search queries (22:44) Creating internal benchmark framework (29:50) Benchmarking and evaluation (35:35) Using refuel for documentation (44:18) The challenges of analytics (46:45) Using customer support ticket data (48:17) The tagging process (50:18) Understanding confidence scores (59:22) Training the model with human feedback (1:02:37) Final thoughts and takeaways (1:05:48) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Exploring the Evolution of AI and ML with Rishabh Bhargava of refuel 4:04

לפני 2 years4:04

4:04

In this bonus episode, Eric and Kostas preview their upcoming conversation with Rishabh Bhargava of refuel. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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176: The Fundamentals of Event-Driven Orchestration and How Generative AI Is Shaping Its Future with Viren Baraiya of orkes.io 53:09

לפני 2 years53:09

53:09

Highlights from this week’s conversation include: Viren’s background in data (0:39) Evolution of Orchestration (1:52) AI Orchestration (3:00) Understanding Conductor and orkes (6:26) Event-Driven Orchestration (8:10) Viren’s Transition to Founder (12:27) Non-Technical Aspects of Being a Founder (15:50) Democratizing AI for Developers (18:16) The evolution of microservices orchestration (21:56) Challenges in appealing to the 99% developer group (24:32) Value of orchestration for developers (30:31) Role of orchestrators in managing faults (37:37) The intersection of AI and orchestration (40:27) Evolution of AI (44:04) Thriving in AI Environment (47:58) Final thoughts and takeaways (51:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Evolution of Application Orchestration Featuring Viren Baraiya of orkes.io 4:01

לפני 2 years4:01

4:01

In this bonus episode, Eric and Kostas preview their upcoming conversation with Viren Baraiya of orkes.io. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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175: The Parts, Pieces, and Future of Composable Data Systems, Featuring Wes McKinney, Pedro Pedreira, Chris Riccomini, and Ryan Blue 1:18:30

לפני 2 years1:18:30

1:18:30

Highlights from this week’s conversation include: Introduction of the panel (0:05) Defining composable data stack (5:22) Components of a composable data stack (7:49) Challenges and incentives for composable components (10:37) Specialization and modularity in data workloads (13:05) Organic evolution of composable systems (17:50) Efficiency and common layers in data management systems (22:09) The IR and Data Computation (23:00) Components of the Storage Layer (26:16) Decoupling Language and Execution (29:42) Apache Calcite and Modular Frontend (36:46) Data Types and Coercion (39:27) Describing Data Sets and Schema (42:00) Open Standards and Frontiers (46:22) Challenges of standardizing APIs (48:15) Trade-offs in building composable systems (54:04) Evolution of data system composability (56:32) Exciting new projects in data systems (1:01:57) Final thoughts and takeaways (1:17:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Exploring the Evolution, Challenges, and Benefits of Composable Data Stacks Featuring Wes McKinney, Pedro Pedreira, Chris Riccomini, and Ryan Blue 4:59

לפני 2 years4:59

4:59

In this bonus episode, Eric and Kostas preview their upcoming discussion with a panel of experts as Wes McKinney (Co-Founder, Voltron), Pedro Pedreira Software Engineer, Meta), Chris Riccomini (Seed Investor, various startups), and Ryan Blue (Co-Founder and CEO, Tabular) join the show. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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174: Does Your Data Stack Need a Semantic Layer? Featuring Artyom Keydunov of Cube Dev 58:14

לפני 2 years58:14

58:14

Highlights from this week’s conversation include: Artyom’s background in the data space (0:32) The growth and changes at Cube (5:58) Pain points of managing metrics definitions across different tools (9:39) Trade-offs between coupled and decoupled semantic layers (12:12) Making a case for implementing a semantic layer (14:17) The evolution of semantic layers (23:28) Challenges in designing a decoupled semantic layer (24:16) Different approaches to solving the interface problem (26:58) Implementing a SQL engine in Cube (35:58) Overhead and debugging in semantic layers (39:08) The semantic layer and its importance (46:26) The need for semantics in data products (47:34) What’s the future of semantic layers and user experience? (51:49) Final thoughts and takeaways (57:34) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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151: How To Unlock the Data Warehouse for Marketing with Chris Sell of GrowthLoop 53:09

לפני 2 years53:09

53:09

Highlights from this week’s conversation include: The need for reverse ETL in marketing (2:24) Closing the gap between engineering, data, and marketing teams (8:37) The analytics persona’s opportunity (11:53) Interface layer (13:06) Approach to messy warehouse data (15:57) The need for a complicated infrastructure (28:43) Challenges in data integration for marketers (29:26) The evolution of the analytics stack (31:53) Orchestration of the data warehouse (38:39) The role of marketing tools (40:35) Generating custom assets (46:27) The shift towards making data processes easier (48:13) Final thoughts and takeaways (49:23) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How Can Reverse ETL Revolutionize Marketing Data Management? Featuring Chris Sell of GrowthLoop 3:34

לפני 2 years3:34

3:34

In this bonus episode, Eric and Kostas preview their upcoming conversation with Chris Sell of GrowthLoop. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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150: How Salespeople Use Data, Salesforce vs. Snowflake, and How LLMs Are Transforming Sales with Brendan Short of Groundswell 1:12:10

לפני 2 years1:12:10

1:12:10

Highlights from this week’s conversation include: Brendan’s background and journey to Groundswell (2:25) The impact of generative AI on sales reps and product building (5:38) Lead sourcing challenges (12:22) Salesforce as a data model (14:30) The need for guardrails in building applications around sales (24:37) The question of interfaces in the layers of Salesforce (26:11) A UI solution for sales and marketing (30:45) The future of logic and machine learning models (37:11) The battle for data ownership (39:36) Actioning data and the role of refineries (46:03) The potential for decentralized systems using generative AI (46:59) Product building for the future (57:47) Building trust in data tools (59:10) The era of innovation (1:09:20) Final thoughts and takeaways (1:10:43) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Generative AI Transforming the Sales Process Featuring Brendan Short of Groundswell 5:28

לפני 2 years5:28

5:28

In this bonus episode, Eric and Kostas preview their upcoming conversation with Brendan Short of Groundswell. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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149: Turning Tables Into APIs for Real-time Data Apps, Featuring Matteo Pelati and Vivek Gudapuri of Dozer 1:03:46

לפני 2 years1:03:46

1:03:46

Highlights from this week’s conversation include: Building Dozer: Simplifying Data Sources into APIs (1:13) Bridging Data Engineering with Application Engineering (4:19) Turning Data Sources into APIs (7:46) The cost of caching (12:59) Challenges with legacy systems (14:30) Real-time data integration (19:31) YAML and SQL experience (25:37) Behind the scenes of Dozer (29:18) Heavy Workloads and Low Latency (42:00) Use Cases of Dozer (45:51) Reliability and storing data from different connectors (51:35) Importance of observability in serving data to customers (53:24) Final thoughts and takeaways (56:34) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Turning Data Into an API with Matteo Pelati and Vivek Gudapuri of Dozer 6:59

לפני 2 years6:59

6:59

In this bonus episode, Eric and Kostas preview their upcoming conversation with Matteo Pelati and Vivek Gudapuri of Dozer. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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148: Exploring the Intersection of DAGs, ML Code, and Complex Code Bases: An Elegant Solution Unveiled with Stefan Krawczyk of DAGWorks 57:25

לפני 2 years57:25

57:25

Highlights from this week’s conversation include: Stefan’s background in data (2:39) What is DAGWorks? (3:55) How building point solutions influenced Stefan’s journey (5:03) Solving the tooling problems of self-service at an organization (11:44) Creating Hamilton (15:53) How Hamilton works with definitions and time-series data (19:34) What makes Hamilton an ML-oriented framework? (23:39) Navigating the differences between ML teams and other data teams (26:27) Understanding the fundamentals of Hamilton (28:25) Dealing with types and conflicts in programming (33:18) How Hamilton helps improve pipelines and maintaining data (37:11) Why unit testing is important for a data scientist (44:54) The ups and downs of founding building a data solution (46:32) Connecting with DAGWorks and trying out Hamilton (50:01) Final thoughts and takeaways (52:46) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: A Methodology for Better DAGs with Stefan Krawczyk of DAGWorks 4:01

לפני 2 years4:01

4:01

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

1
Shop Talk: Snowflake Summit Recap 20:17

לפני 2 years20:17

20:17

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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147: Where Data and Infrastructure Converge Featuring Lars Kamp of Resoto 58:18

לפני 2 years58:18

58:18

Highlights from this week’s conversation include: Lars work on Resoto in helping to cut cloud costs for organizations (2:02) The trend of large resources to micro resources (5:59) What are some of the typical resource drains in data infrastructure (8:56) Managing cost on the backend with scale and experimentation (12:51) Solutions for resource management problems (17:38) How Resoto is solving pain points in resource management (26:17) Navigating the complexities of data infrastructure (29:01) Resoto’s solution for interpreting difficult cloud data products (36:35) Exploring relationships of data points and finding solutions (43:40) Querying in graph database (47:46) How to go from graph to SQL (49:13) How can data teams plan for costs in the coming years (50:53) Final thoughts and takeaways (53:49) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Cloud Resource Management Is a Data Problem Featuring Lars Kamp of Resoto 3:39

לפני 2 years3:39

3:39

In this bonus episode, Eric and Kostas preview their upcoming conversation with Lars Kamp of Resoto. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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146: What Is a Customer Data Platform? Featuring Soumyadeb Mitra of Rudderstack 51:31

לפני 2 years51:31

51:31

Highlights from this week’s conversation include: Soumyadeb’s background and journey in data (5:49) Defining customer data (8:10) The complexity of customer data collection (10:04) What is a CDP and how it is properly deployed (17:12) Bridging the gap of data collection and useful analytics for marketing (21:46) How Rudderstack translates data and the new profile feature (25:30) The foundations of data in building a 360 degree customer profile (30:30) Solutions for the intersection between engineering and business users (34:35) How AI and other future technologies will impact data (41:14) Final thoughts and takeaways (46:30) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Building Data Products for Multiple Personas with Soumyadeb Mitra of Rudderstack 4:17

לפני 2 years4:17

4:17

In this bonus episode, Eric and Kostas preview their upcoming conversation with Soumyadeb Mitra of Rudderstack. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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145: What is Synthetic Data? Featuring Omar Maher of Parallel Domain 58:46

לפני 2 years58:46

58:46

Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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The PRQL: Synthetic Data and Self Driving Cars with Omar Maher of Parallel Domain 5:35

לפני 2 years5:35

5:35

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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166: Data Processing Fundamentals and Building a Unified Execution Engine Featuring Pedro Pedreira of Meta 1:12:16

לפני 2 years1:12:16

1:12:16

Highlights from this week’s conversation include: The concept of composable at a lower level of data infrastructure (1:28) New architectures and components that allow developers to build databases (3:44) Pedro's background and experience in data infrastructure (6:18) The Spectrum of Latency and Analytics (12:59) Different Query Engines for Different Use Cases (16:32) Vectorized vs Code Gen Data Processing (19:33) Vectorization and Code Generation (21:21) Examples of Vectorized Engines (24:33) Rewriting Execution Engine in C++ (27:22) Different Organization of Presto and Spark (33:17) Arrow and its Extensions (37:15) The similarities between analytics and ML (44:33) Offline feature engineering and data preprocessing for training (48:00) Dialect and semantic differences in using Velox for different engines (50:01) The convergence of dialects (52:23) Challenges of substrate and semantics (53:18) Future plans for Velox (58:09) The discussion on evolving Parquet (1:03:38) The integration of the relational model and the tensor model (1:07:29) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How Does Composability in Data Infrastructure Differ at Different Levels of Abstraction? Featuring Pedro Pedreira of Meta 6:03

לפני 2 years6:03

6:03

In this bonus episode, Eric and Kostas preview their upcoming conversation with Pedro Pedreira of Meta. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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165: SQL Queries, Data Modeling, and Data Visualization with Colin Zima of Omni 54:23

לפני 2 years54:23

54:23

Highlights from this week’s conversation include: Colin's Background and Starting Omni (1:48) Defining “good” at Google search early in his career (4:42) Looker's Unique Approach to Analytics (9:48) The paradigm shift in analytics (10:52) The architecture of Looker and its influence (12:04) Combatting the challenge of unbundling in the data stack (14:26) The evolution of analytics engineering (21:50) Enhancing user flexibility in Omni (23:44) The evolution of BI tools (32:53) What does the future look like for BI tools? (35:14) The role of Python and notebooks in BI (39:48) The product experience of Omni and its vision (45:27) Expectations for the future of Omni (47:52) The relationship between algorithms and business logic (50:51) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Building a Data Product for Data People: Looker's Vision and Omni's Future with Colin Zima 1:57

לפני 2 years1:57

1:57

In this bonus episode, Eric and Kostas preview their upcoming conversation with Colin Zima of Omni. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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164: How The GTM and Data Teams at Snowflake Work Together with Travis Henry and Hillary Carpio 56:56

לפני 2 years56:56

56:56

Highlights from this week’s conversation include: The Unique Perspective of Practitioners (2:10) Account-based Marketing (6:30) Sales Development Representatives (SDR) (8:05) Descriptive, People, and Engagement Data (11:38) Data Overload and Actionable Data (14:20) Working with Data Teams and Internal Data (17:52) The relationship between business and data teams (22:27) The importance of collaboration between marketing and data teams (24:17) Travis and Hillary writing a book (25:33) The taxonomy of personas (34:23) Bucketing and grouping people in data systems (35:37) Account-based marketing and sales alignment (39:00) The data-driven approach and reliance on technology (44:25) Managing complexity in data and account-based marketing (45:35) Adapting to change and evolving data artifacts (51:58) The importance of understanding the business (54:58) Collaboration between data and go-to-market teams (55:56) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Navigating the World of Data Overload with Travis Henry and Hillary Carpio of Snowflake 4:39

לפני 2 years4:39

4:39

In this bonus episode, Eric and Kostas preview their upcoming conversation with Travis Henry and Hillary Carpio of Snowflake. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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163: Simplifying Real-Time Streaming with David Yaffe and Johnny Graettinger of Estuary 1:03:57

לפני 2 years1:03:57

1:03:57

Highlights from this week’s conversation include: Johnny and David’s background in working together (1:56) The background story of Estuary (4:15) The challenges of ad tech and the need for low latency (5:44) Use cases for moving data at scale (10:35) Real-time data replication methods (11:54) Challenges with Kafka and the birth of Gazette (13:54) Comparing Kafka and Gazette (20:22) The importance of existing streaming tools (22:28) Challenges of managing Kafka and the need for a different approach (23:40) The role of compaction in streaming applications (26:54) The challenge of relaxing state management (34:01) Replication and the problem of data synchronization (36:48) Incremental Back Fills and Risk-Free Production Database (46:03) Estuary as a Platform and Connectors (47:45) The challenges of real-time streaming (57:56) Orchestration in real-time streaming (1:00:51) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Shortcomings of Apache Kafka with David Yaffe and Johnny Graettinger of Estuary 3:51

לפני 2 years3:51

3:51

In this bonus episode, Eric and Kostas preview their upcoming conversation with David Yaffe and Johnny Graettinger of Estuary. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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162: Accelerating Enterprise AI Transformation With Open Source LLMs Featuring Mark Huang of Gradient 57:27

לפני 2 years57:27

57:27

Highlights from this week’s conversation include: The potential of AI-driven applications (1:34) The need for hardware infrastructure in AI experimentation (2:40) Oligopoly on the closed side (11:50) Advantages of private side vs. open source (13:18) Leveraging valuable data within enterprises (16:00) The urgency of adopting LLMs in the enterprise (24:02) Expansion of LLMs into new business verticals (25:06) The challenges of operationalizing LLMs (29:32) Seamless experience with OpenAI (37:29) Operationalizing with Gradient (38:36) The early genesis of Gradient (48:53) The democratization of AI through endpoints (51:44) What is the future of language models? (54:07) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How LLMs are Transforming Enterprise Workflows with Mark Huang of Gradient 3:36

לפני 2 years3:36

3:36

In this bonus episode, Eric and Kostas preview their upcoming conversation with Mark Huang of Gradient. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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161: The Intersection of Generative AI and Data Infrastructure with Chang She of LanceDB 1:21:05

לפני 2 years1:21:05

1:21:05

Highlights from this week’s conversation include: Chang’s background and journey with Pandas (6:26) The persisting challenges in data collection and preparation (10:37) The resistance to change in using Python for data workflows (13:05) AI hype and its impact (14:09) The success and evolution of Pandas as a data framework (20:04) The vision for a next-generation data infrastructure (26:48] LanceDB's file and table format (34:35) Trade-Offs in Lance Format (42:45) Introducing the Vector Database (46:30) The split between production and serving databases (51:14) The importance of unstructured data and multimodal use cases (57:01) The potential of generative AI and the balance between value and hype (1:01:34) Changing expectations of interacting with information systems (1:13:53) Final thoughts and takeaways (1:15:32) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: How Did Pandas Become a Data Science Powerhouse? Featuring Chang She of Eto Labs 4:43

לפני 2 years4:43

4:43

In this bonus episode, Eric and Kostas preview their upcoming conversation with Chang She of Eto Labs. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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160: Closing the Gap Between Dev Teams and Data Teams with Santona Tuli of Upsolver 1:05:42

לפני 2 years1:05:42

1:05:42

Highlights from this week’s conversation include: Santona’s journey from nuclear physics to data science (4:59) The appeal of startups and wearing multiple hats (8:12) The challenge of pseudoscience in the news (10:24) Approaching data with creativity and rigor (13:22) Challenges and differences in data workflows (14:39) Schema Evolution and Quality Problems (27:01) Real-time Data Monitoring and Anomaly Detection (30:34) The importance of data as a business differentiator (35:48) The SQL job creation process (46:25) Different options for creating solver jobs (47:20) Adding column-level expectations (50:17) Discussing the differences of working with data as a scientist and in a startup (1:00:18) Final thoughts and takeaways (1:04:01) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Intersection of Physics, Data Science, and Product Development with Santona Tuli of Upsolver 5:47

לפני 2 years5:47

5:47

In this bonus episode, Eric and Kostas preview their upcoming conversation with Santona Tuli of Upsolver. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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159: What Is a Vector Database? Featuring Bob van Luijt of Weaviate 1:08:48

לפני 2 years1:08:48

1:08:48

Highlights from this week’s conversation include: How music impacted Bob’s data journey (3:16) Music’s relationship with creativity and innovation (11:38) The genesis of Weaviate and the idea of vector databases (14:09) The joy of creation (19:02) OLAP Databases (22:21) The progression of complexity in databases (24:31) Vector database (29:23) Scaling suboptimal algorithms (34:34) The future of vector space representation (35:51) Databases role in different industries (39:14) The brute force approach to discovery (45:57) Retrieval augmented generation (51:26) How generative model interacts with the database (57:55) Final thoughts and takeaways (1:03:20) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Why is a Semantic Layer Important in the Modern Data Stack? Featuring Artyom Keydunov of Cube Dev 3:08

לפני 2 years3:08

3:08

In this bonus episode, Eric and Kostas preview their upcoming conversation with Artyom Keydunov of Cube Dev. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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173: Data Analytics Is a Team Sport, Featuring Jay Henderson of Alteryx 46:31

לפני 2 years46:31

46:31

Highlights from this week’s conversation include: No Code Analytics (1:22) Analytics as a Team Sport (2:31) The workflow of someone without Alteryx (11:27) Alteryx's ability to handle diverse data sources (14:32) The balance between ease of use and complexity (23:06) Enabling casual end users with a no code interface (24:19) Taking analytics to the data (31:47) The boundaries between data engineers and end users (33:44) The importance of collaboration in analytics (34:12) The potential of every employee being a data worker (35:28) The human nature of the product and users in large enterprises (00:45:38) Final thoughts and takeaways (46:21) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Bridging the Gap Between Messy Data and Sophisticated Analytics with Jay Henderson of Alteryx 3:31

לפני 2 years3:31

3:31

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jay Henderson of Alteryx. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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172: How WebAssembly is Enabling the Third Wave of Cloud Compute with Matt Butcher of Fermyon Technologies 56:03

לפני 2 years56:03

56:03

Highlights from this week’s conversation include: Matt’s background and journey with Fermyon (2:32) WebAssembly and enhanced security models (3:43) The IOT Startup and Google Acquisition (10:49) Google's Early Containers (11:50) Scaling and anticipating requests (20:22) Introduction to WebAssembly and its importance (23:32) The Benefits of WebAssembly (30:57) Comparison of Virtual Machines, Containers, and Micro VMs (33:12) The Importance of Fast Startup Times in WebAssembly (37:39) Metaphysics and software development (42:12) The importance of effective communication in code development (43:18) The challenges and progress of WebAssembly (47:40) Requirements of different teams and different jobs (52:17) Final thoughts and takeaway (53:14) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: WebAssembly: The Future of Cloud Workloads Made Simple with Matt Butcher of Fermyon Technologies 4:40

לפני 2 years4:40

4:40

In this bonus episode, Eric and Kostas preview their upcoming conversation with Matt Butcher of Fermyon Technologies. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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171: Machine Learning Pipelines Are Still Data Pipelines with Sandy Ryza of Dagster 55:50

לפני 2 years55:50

55:50

Highlights from this week’s conversation include: The role of an orchestrator in the lifecycle of data (1:34) Relevance of orchestration in data pipelines (00:02:45) Changes around data ops and MLOps (3:37) Data Cleaning (11:42) Overview of Dagster (13:50) Assets vs Tasks in Data Pipeline (19:15) Building a Data Pipeline with Dexter (25:40) Difference between Data Asset and Materialized Dataset (28:28) Defining Lineage and Data Assets in Dagster (29:32) The boundaries of software and organizational structures (37:25) The benefits of a unified orchestration framework (39:56) Orchestration in the development phase (45:29) The emergence of analytics engineer role (51:53) Fluidity in data pipeline and infrastructure roles (52:40) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Does Machine Learning Need Its Own Orchestrator? Featuring Sandy Ryza of Dagster 3:48

לפני 2 years3:48

3:48

In this bonus episode, Eric and Kostas preview their upcoming conversation with Sandy Ryza of Dagster. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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170: Discussing Data Roles and Solving Data Problems with Katie Bauer of GlossGenius 53:43

לפני 2 years53:43

53:43

Highlights from this week’s conversation include: The evolution of the data scientist role (1:03) Common problems in different companies (2:05) Measuring and curating content on Reddit (4:29) The challenges of working with unstructured content at Reddit and Twitter (11:03) Lessons learned from Reddit and applying them at Twitter (13:17) Data challenges and customer behavior analysis at GlossGenius (20:16) How the data scientist's role has changed over time (00:25:10) The essence of the data scientist/engineer role (29:00) Dynamics and overlaps between different data roles (32:09) The perfect data team for Twitter (34:19) Building a data team at a startup like GlossGenius (36:36) The right time to bring in a dedicated data person in a startup (38:52) The analytics engineer role (46:25) Challenges in implementing telemetry (50:31) Final thoughts and takeaways (52:24) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What is a Data Scientist? Featuring Katie Bauer of GlossGenius 2:36

לפני 2 years2:36

2:36

In this bonus episode, Eric and Kostas preview their upcoming conversation with Katie Bauer of GlossGenius. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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169: Data Models: From Warehouse to Business Impact with Tasso Argyros of ActionIQ 1:05:54

לפני 2 years1:05:54

1:05:54

Highlights from this week’s conversation include: The Evolution of Databases and Data Systems (2:33) Abstracting Data for Business Users (4:31) Building a Database for Google-like Search (7:58) The Big Data Explosion (11:10) Selling Myspace as First Customer (13:14) Starting ActionIQ (16:57) The customer-centric organization (22:46) Transitioning to customer data focus (23:53) Understanding business users' needs (28:30) Supporting Arbitrary Queries and Data Models (34:42) Unique Technical Perspective of Clickstream Data (37:01) The value per terabyte of data (46:45) Building a product for multiple personas (50:45) Composability and Benefits (58:05) Evolution of Storage and Compute (1:00:09) Composability and Treasure Data (1:02:10) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: From Databases to Customer Data Platforms with Tasso Argyros of ActionIQ 6:28

לפני 2 years6:28

6:28

In this bonus episode, Eric and Kostas preview their upcoming conversation with Tasso Argyros of ActionIQ. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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168: Decoding Data Mesh: Principles, Practices, and Real-World Applications Featuring Paolo Platter, Zhamak Dehghani, and Melissa Logan 56:40

לפני 2 years56:40

56:40

Highlights from this week’s conversation include: Defining data mesh (6:37) Addressing the scale of organizational complexity and usage (9:04) The shift from monolithic to microservices (12:24) The sociological structure in data mesh (13:59) Data product generation and sharing in data mesh (17:27) Data Mesh: Simplifying Data Work (24:09) Getting Started with Data Mesh (29:14) Building products for Data Mesh (36:42) Building a customizable and extensible platform to shape data practice (39:28) The characteristics of a data product (48:40) Defining what a data product is not (50:45) The origin of the term "mesh" in data mesh (53:32) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: A Data Mesh Deep Dive with Paolo Platter, Zhamak Dehghani, and Melissa Logan 3:01

לפני 2 years3:01

3:01

In this bonus episode, Eric and Kostas preview their upcoming conversation regarding Data Mesh with Paolo Platter, Zhamak Dehghani, and Melissa Logan. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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167: Data-Driven Investing and Company Building with Ben Miller of Fundrise 57:04

לפני 2 years57:04

57:04

Highlights from this week’s conversation include: Ben’s background in real estate (3:27) Why Fundrise was Started (4:37) Democratizing Investment Opportunities (6:35) Investment Thesis for Venture (11:55) Challenges with Data and Technology (12:34) Importance of Data Model Abstraction (20:03) Data Infrastructure and Investments (23:22) Evolution of Data Engineering (25:12) Closing the Tooling Gap (34:23) The user base segmentation (36:28) The emotional reality of investment decisions (40:50) Data inputs for real estate investment (47:07) The work of data infrastructure (48:28) The limitations of underwriting analysis (49:36) Improving accuracy with data infrastructure (52:43) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Fundrise's Data-Driven Approach to Investment in Real Estate and Tech with Ben Miller 3:24

לפני 2 years3:24

3:24

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ben Miller of Fundrise. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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144: Explaining Features, Embeddings, and the Difference Between ML and AI with Simba Khadder of Featureform 1:11:50

לפני 2 years1:11:50

1:11:50

Highlights from this week’s conversation include: Simba’s background in the data space (3:05) Subscription intelligence (6:41) ML and Distributed Systems (9:09) The Brutal Subscription Industry (12:31) Serendipity in Recommender Systems (16:31) Subscription as a Strategy (20:47) Customizing Content for Subscribers (22:19) Creating User Embeddings (25:53) Building Featureform (28:01) Embedding Projections (32:47) Spaces and similarity (35:53) User embeddings and transformer models (38:22) Vector Databases for AI/ML (45:05) Orchestrating Transformations in Featureform (51:00) Impact of new technologies on feature stores (56:17) Embeddings and the future of ML (59:20) The gap between ML and business logic (1:02:26) Final thoughts and takeaways (1:06:37) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Feature Stores and ML Ops with Simba Khadder of Featureform 4:57

לפני 2 years4:57

4:57

In this bonus episode, Eric and Kostas preview their upcoming conversation with Simba Khadder of Featureform. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Shop Talk: Accountability and Opportunity for AI 20:26

לפני 2 years20:26

20:26

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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143: Collaborative Data Analytics on the Data Warehouse, featuring Rob Woollen & Stipo Josipovic of Sigma 1:14:38

לפני 2 years1:14:38

1:14:38

Highlights from this week’s conversation include: Stipo and Rob’s background in data (2:43) What is Sigma? (7:46) Takeaways from building analytics products in-house (9:16) Sigma’s approach to datastore interface (11:32) Why analytics and BI are still not a solved problem (15:50) Combining SQL and spreadsheets for useful interface (23:17) The evolution of BI to today (29:40) Overcoming the challenges of collaboration in working with data (33:17) Creating operational coding that humans can understand (46:50) The future of BI (54:00) Cloud’s impact on BI and analytics (1:00:04) The value of getting close to the data for analytics (1:02:21) Final thoughts and takeaways (1:08:45) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Modern Analytics Using Common Paradigms, Featuring Rob Woollen & Stipo Josipovic of Sigma 5:35

לפני 2 years5:35

5:35

In this bonus episode, Eric and Kostas preview their upcoming conversation with Rob Woollen & Stipo Josipovic of Sigma. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Shop Talk: Why AI Is Not Another Crypto 23:34

לפני 2 years23:34

23:34

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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142: Martech’s Separation and Return to Data Infrastructure with Scott Brinker of HubSpot 57:21

לפני 2 years57:21

57:21

Highlights from this week’s conversation include: Scott’s background in martech (3:10) Where things have gone wrong between IT and marketing (5:46) The explosion of digital marketing data (12:04) Costs of having data siloed (16:14) The convergence of marketing and IT teams around data (19:27) Navigating the massive landscape of martech tools (26:10) Needed tools in the martech stack (31:11) The importance of an accurate attribution model (34:37) Building tooling for marketers and developers to use (39:20) Future areas of development in the martech space (44:46) Final thoughts and takeaways (52:40) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Marketing, Martech, and Data with Scott Brinker of HubSpot 4:06

לפני 2 years4:06

4:06

In this bonus episode, Eric and Kostas preview their upcoming conversation with Scott Brinker of HubSpot. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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141: A Journey From Backend Engineer to Data Engineer with Ioannis Foukarakis of Mattermost 58:14

לפני 2 years58:14

58:14

Highlights from this week’s conversation include: Ioannis’ background and journey in data (2:42) Rudderstack’s transformations feature and examples of its application (4:20) Winning the transformations contest at Rudderstack (7:21) How Ioannis’ transformation project works for data governance (9:40) Memories from college for Ioannis and Kostas (12:30) Getting into the world of software development (17:27) The changes in data and engineering over the years (20:29) Bridging java with python (23:15) Dealing with ML workloads in the past vs. workflows of today (26:30) Data engineers and ML engineers (33:12) Dealing with data in the early stages to ensure reliability later on (38:39) What creates problems with data quality? (42:11) Exciting developments in data engineering (46:48) Final thoughts and takeaways (51:12) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Portability of Engineering Fundamentals with Ioannis Foukarakis of Mattermost 6:23

לפני 2 years6:23

6:23

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ioannis Foukarakis of Mattermost. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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140: Stream Processing for Machine Learning with Davor Bonaci of DataStax 1:01:30

לפני 2 years1:01:30

1:01:30

Highlights from this week’s conversation include: Davor’s journey from Google and what he was building there (3:32) How work in stream processing changed Davor’s journey (5:10) Analytical predictive models and infrastructure (9:39) How Kaskada serves as a recommendation engine with data (14:05) Kaskada’s user experience as an event processing platform (20:06) Enhancing typical feature store architecture to achieve better results (23:34) What is needed to improve stream and batch processes (27:39) Using another syntax instead of SQL (36:44) DataStax acquiring Kaskada and what will come from that merger (40:24) Operationalizing and democratizing ML (47:54) Final thoughts and takeaways (56:04) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Kaskada Serving as a Recommendation Engine with Davor Bonaci of DataStax 4:56

לפני 2 years4:56

4:56

In this bonus episode, Eric and Kostas preview their upcoming conversation with Davor Bonaci of DataStax. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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139: Decoupling the Execution Engine From Python’s Pandas with Aditya Parameswaran of Ponder 57:43

לפני 2 years57:43

57:43

Highlights from this week’s conversation include: Aditya’s background and journey in the data space (2:47) What does Ponder do? (5:18) 101 on Pandas and why people utilize it (6:42) The challenge of translating Pandas to a big data platform (16:11) Data Warehouses and ML workflows (21:27) The differences in the “zoo” of data languages (26:56) Why do ML and data engineering have to be so different in languages? (34:39) Builders should be adapting to the users and not the other way around (39:32) Will we see a singular data interface in the future? (46:19) Aditya’s most surprising discovery in his research (50:40) Final thoughts and takeaways (53:18) Read more of Aditya's work: Pandas vs. SQL – Part 1: The Food Court and the Michelin-Style Restaurant Pandas vs. SQL – Part 2: Pandas Is More Concise Pandas vs. SQL – Part 3: Pandas Is More Flexible Pandas vs. SQL – Part 4: Pandas Is More Convenient The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Removing the Execution Engine Language Barrier with Aditya Parameswaran of Ponder 4:11

לפני 2 years4:11

4:11

In this bonus episode, Eric and Kostas preview their upcoming conversation with Aditya Parameswaran of Ponder. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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138: Paradigm Shift: Batch to Data Streaming with A.J. Hunyady of InfinyOn 1:02:14

לפני 2 years1:02:14

1:02:14

Highlights from this week’s conversation include: A.J.’s background and journey in data (2:23) Challenges with Hadoop ecosystem (8:50) Starting InfinyOn and the need for innovation (10:02) Challenges with Kafka and Microservices (14:01) Real-time data streaming for IoT devices (19:28) Paradigm shift to real-time data processing (22:17) Benefits of Rust (29:45) Web Assembly and Platform Features (36:29) Analytics and Event Correlation (40:16) Real-time data processing (47:03) ETL vs ELP (52:20) Final thoughts and takeaways (57:07) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Infrastructure Systems and the Rust / WebAssembly Combo with A.J. Hunyady of InfinyOn 4:57

לפני 2 years4:57

4:57

In this bonus episode, Eric and Kostas preview their upcoming conversation with A.J. Hunyady, Founder and CEO of InfinyOn. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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137: Data Collection Secrets & The Search Data Problem with Josh Wills 58:33

לפני 2 years58:33

58:33

Highlights from this week’s conversation include: Josh’s background in data working at Google, Slack, and other companies (1:21) The need and process for high quality data (4:33) Digging into auction code (14:03) Joining Slack and working in the early days of the company (18:00) Not fighting the last war in data (25:42) Building a product, while using the product (30:35) Transitioning to the search team at Slack (36:50) Usage patterns of search (41:21) Josh’s work in helping build DuckDB (46:20) Having the right toolset to increase precision and efficiency (52:42) Final thoughts and takeaways (56:03) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Engineers in the Front End with Josh Wills 2:04

לפני 2 years2:04

2:04

In this bonus episode, Eric previews his upcoming conversation with Josh Wills, an experienced data scientist who has worked with IBM, Google, Slack, DuckDB, and more. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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136: System Evolution from Hadoop to RocksDB with Dhruba Borthakur of Rockset 1:00:11

לפני 3 years1:00:11

1:00:11

Highlights from this week’s conversation include: Dhruba’s journey into the data space (2:02) The impact of Hadoop on the industry (3:37) Dhruba’s work in the early days of the Facebook team (7:54) Building and implementing RocksDB (14:33) Stories with Mark Zuckerberg at Facebook (24:25) The next evolution in storage hardware (26:14) How Rockset is different from other real-time platforms (33:13) Going from a key value store to an index (37:15) Where does Rockset go from here? (44:59) The success of RocksDB as an open source project (49:11) How do we properly steward real-time technology for impact (51:17) Final thoughts and takeaways (56:18) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Hardware Innovation Begets Software Innovation with Dhruba Borthakur Co-Founder and CTO, Rockset 3:13

לפני 3 years3:13

3:13

In this bonus episode, Eric and Kostas preview their upcoming conversation with Dhruba Borthakur of Rockset. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Data Council Week (Ep 7) - What’s Next for Data Council? With Pete Soderling of Data Council 15:08

לפני 3 years15:08

15:08

Highlights from this week’s conversation include: The origin story of Data Council (0:39) Developments for the future of Data Council (2:42) The emphasis of AI and ChatGPT at this year’s conference (3:54) The support of the data community (5:31) Biggest changes and innovations in the industry (7:10) What’s next for the Data Council? (10:46) Getting connected with Data Council (13:07) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 6) - All About Debezium and Change Data Capture With Gunnar Morling of Decodable 39:57

לפני 3 years39:57

39:57

Highlights from this week’s conversation include: Gunner’s background in data (0:32) Setting the vision in early days of Red Hat and spearheading Debezium (6:20) Replication of data in Debezium (9:47) The patterns and processes of Debezium (16:21) Debezium working with Kafka (19:03) Building a diverse system while incorporating common interfaces (24:09) The importance of documentation in open-sourced projects (27:59) Debezium’s vision moving forward (31:32) Why aren’t there more CDC open-sourced solutions? (34:35) Connecting with Gunnar (37:27) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 5) - The Difference Between Data Platforms and ML Platforms with Michael Del Balso of Tecton 43:00

לפני 3 years43:00

43:00

Highlights from this week’s conversation include: Michael’s journey to co-founding Tecton (0:22) The evolution of MLops and platform teams (3:50) Understanding boundaries between the data platform and the MLops (8:42) Differences in machine learning vs data pipelines (16:58) The systems needed to handle all these types of data (22:22) Developer experience in Tecton (25:15) Automating challenges in ML development (32:30) The most difficult part of the life cycle of prediction (37:24) Exciting new developments at Tecton (39:27) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 4) - Using Data Anonymization for Identity Protection With Will Thompson of Privacy Dynamics 46:04

לפני 3 years46:04

46:04

Highlights from this week’s conversation include: Will’s background in data (0:28) Privacy dynamics and data anonymization (4:18) Addressing data privacy problems in the space (10:33) Developer experience with Privacy Dynamics (13:49) How does Privacy Dynamics work? (21:09) Update of real-time anonymized data (26:29) The problem of dates and other complexities in data (31:24) Being a data engineer in a startup (34:44) Moving at the speed of a startup (41:01) Connecting with Will and Privacy Dynamics (43:28) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 3) - GTM 101 for Engineers With Chase Roberts of Vertex Ventures 1:02:26

לפני 3 years1:02:26

1:02:26

Highlights from this week’s conversation include: Chase’s journey to where he is today (0:51) Lessons in go-to-market roles which helps in the VC world (2:38) Differentiating between go-to-market and distribution (8:13) Taking an idea to the market (11:33) Hardest part of the pitch (17:08) Playbooks for go-to-market founders to follow (20:25) Focus of sales and marketing in go-to-market strategy (28:01) Answering the what and how of the problem you are solving (32:30) The importance of pricing in a go-to-market strategy (46:11) Connecting with Chase (1:00:58) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 2) - The Convergence of MLops and DataOps With Team Featureform 25:45

לפני 3 years25:45

25:45

Highlights from this week’s conversation include: Introducing the team from Featureform (0:31) In the work vs. leading the work (3:01) Difference between MLOps and data ops (7:06) The MLOps cycle (10:12) What is Featureform and what makes it different? (13:30) Is there another layer needed in feature stores? (18:46) Getting in touch with Featureform (23:55) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Data Council Week (Ep 1) - The Evolution of Stream Processing With Eric Sammer of Decodable 42:40

לפני 3 years42:40

42:40

Highlights from this week’s conversation include: Eric’s journey to becoming CEO of Decoable (0:20) Does real time matter? (2:12) Differences in stream processing systems (7:57) Processing in motion (13:04) Why haven’t there been more open source projects around CDC? (20:34) The Decodable experience and future focuses for the company (24:31) Streaming processing and data lakes (32:54) Data flow processing technologies of today (39:01) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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135: Database Knob Tuning and AI with Andy Pavlo and Dana Van Aken of OtterTune 1:15:54

לפני 3 years1:15:54

1:15:54

Highlights from this week’s conversation include: Origins of OtterTune (4:43) The problem of knob tuning (6:25) Roles of machine learning (9:32) OtterTune’s development and industry recognition (12:03) The challenges of database tuning and the role of human expertise (16:15) Tuning in production (20:23) Observability and Data Collection (23:37) Data Security and Privacy (29:59) Optimizing on-prem vs. cloud workloads (35:52) Performance benchmarks (40:20) Future opportunities OtterTune is focusing on (43:55) Importance of automated tuning services (50:45) Challenges in Benchmarking Real Workloads (58:43) The Story Behind the Name OtterTune (1:08:58) Balancing Technology and Human Factors (1:13:23) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Database Tuning and Optimization with Andy Pavlo and Dana Van Aken of OtterTune 4:04

לפני 3 years4:04

4:04

In this bonus episode, Eric and Kostas preview their upcoming conversation with with Andy Pavlo and Dana Van Aken of OtterTune. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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134: Unpacking the AI Revolution and the Technology Behind A Feature-First Future with H.O. Maycotte of FeatureBase 59:05

לפני 3 years59:05

59:05

Highlights from this week’s conversation include: The journey of H.O. into data and becoming the CEO of FeatureBase (2:37) Characteristics of the super evolution in technology (6:36) ChatGPT as the missionary of AI (9:45) The tension between authenticity and technology (13:12) What is FeatureBase? (17:53) Comparing FeatureBase to feature stores (25:58) Workload capacities and possibilities in FeatureBase (33:20) The importance of developer experience on a platform (38:23) Exciting developments for FeatureBase in the future (47:13) Final thoughts and takeaways (53:52) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: AI and the Super Evolution with H.O. Maycotte, CEO at FeatureBase 4:02

לפני 3 years4:02

4:02

On this bonus episode, Eric and Kostas preview their upcoming conversation with H.O. Maycotte of FeatureBase. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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133: Building the Data Warehouse for Everything Else with Sammy Sidhu of Eventual 57:59

לפני 3 years57:59

57:59

Highlights from this week’s conversation include: Sammy’s background in data and tooling (2:46) Going from multipurpose engineering to a CTO position (5:14) Changes in technology and deep learning models (7:31) The state of self-driving and adoption (13:49) What is Eventual and what are they solving in the space? (20:54) What are daft and data frame and how they work? (28:11) Building a query optimizer (33:42) Sammy’s take on what is going on in data and future possibilities (45:18) Eventual’s future and its impact on the space (51:44) Final thoughts and takeaways (53:47) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Self-Driving Technology and Data Infrastructure with Sammy Sidhu, Co-Founder and CEO of Eventual 3:45

לפני 3 years3:45

3:45

In this bonus episode, Eric and Kostas preview their upcoming conversation with Sammy Sidhu, Co-Founder and CEO of Eventual. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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132: Data Quality and Data Contracts with Chad Sanderson of Data Quality Camp 1:06:34

לפני 3 years1:06:34

1:06:34

Highlights from this week’s conversation include: Chad’s background in data (2:10) Breaking down data quality (4:02) Semantic and logical layers of data (10:04) What are data contracts and how do they work? (17:41) Implicit contracts at companies (24:01) Where do data contracts fit in data infrastructure? (28:14) The value of data contracts to the producer and consumer (31:18) Tools needed in effective data contracts (46:13) The importance of community in data quality (50:53) Getting connected to Data Quality Camp (1:00:55) Final thoughts and takeaways (1:01:53) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Value of Data Contracts with Chad Sanderson, Head of Data, Data Contracts Advocate, Data Quality Camp 4:00

לפני 3 years4:00

4:00

In this bonus episode, Eric and Kostas preview their upcoming conversation with Chad Sanderson of Data Quality Camp. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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131: How Data Teams Interact With Marketing Tools with Jason Davis of Simon Data 47:34

לפני 3 years47:34

47:34

Highlights from this week’s conversation include: Defining CDPs (2:28) The data team's role in marketing (7:41) Leveraging commonalities across businesses (12:49) Building a CDP with customer data (18:05) Challenges in identity modeling (23:00) CDP lifecycle and one-to-one data (30:06) Segmentation and optimization (33:23) Real-time data in the cloud (40:37) The future of AI and machine learning (43:02) Final thoughts and takeaways (46:42) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Unleashing the Potential of CDPs with Jason Davis, Co-Founder and CEO of Simon Data 2:36

לפני 3 years2:36

2:36

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jason Davis of Simon Data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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130: From Business Intelligence to Product Analytics and Beyond with Vijay Ganesan of NetSpring.io 57:47

לפני 3 years57:47

57:47

Highlights from this week’s conversation include: Vijay’s background in data (2:09) The journey of founding ThoughtSpot and its impact in the world of BI (2:49) The maturation of BI (6:34) What is NetSpring.io? (8:21) Bridging the gap of BI and product analytics (14:41) Why data warehouses and not time-series databases? (19:58) The difficulty of using SQL in product analytics (28:35) Challenges in pricing models for product analytics and tooling (35:41) Combining analytics and attribution (42:00) What’s the next wave of product analytics? (47:28) Final thoughts and takeaways (53:41) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Business Intelligence and Product Analytics With Vijay Ganesan, Co-Founder and CEO at NetSpring.io 3:25

לפני 3 years3:25

3:25

In this bonus episode, Eric and Kostas preview their upcoming conversation with Vijay Ganesan of NetSpring.io. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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129: Databases, Data Warehouses, and Timeseries Data with David Kogn of Timescale 1:09:22

לפני 3 years1:09:22

1:09:22

Highlights from this week’s conversation include: David’s background and journey to Timescale (2:12) What are time series databases? (14:13) How Timescale would have impacted David’s trajectory early in his career (17:51) Innovation in postgreSQL (21:02) Why does Timescale build their timeseries databases differently? (27:08) The challenges of building a new database on top of an old software (32:22) Writing outside of SQL and Timescale’s secret sauce (37:47) The importance of the developer experience in Timescale (54:08) How does someone know when they need to implement time series functionality (56:51) Final thoughts and takeaways (1:04:57) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Time-Series Data 101 3:37

לפני 3 years3:37

3:37

In this bonus episode, Eric and Kostas preview their upcoming conversation with David Kohn of Timescale. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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128: The Possibilities Are Endless for Synthetic Data with Alex Watson of Gretel.ai 56:34

לפני 3 years56:34

56:34

Highlights from this week’s conversation include: Alex’s background working for NSA and starting a company (1:51) The Gretel.ai journey (9:30) Defining synthetic data (13:26) The evolution of AI in deep learning data and language learning (16:28) The properties of synthetic data (21:31) Boundaries between synthetic data and prediction models (25:52) The developer experience in Gretel.ai (36:44) Stewardship and expansion of deep learning models in the future (45:36) Final thoughts and takeaways (52:17) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Boundaries Between Synthetic Data and Prediction Models 3:46

לפני 3 years3:46

3:46

In this bonus episode, Eric and Kostas preview their upcoming conversation with Alex Watson of Gretel.ai. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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127: The Anatomy of a Data Lakehouse with Alex Merced of Dremio 53:25

לפני 3 years53:25

53:25

Highlights from this week’s conversation include: Alex’s background in the data space (2:41) Comics and Pop Culture Blending with Finance training (5:20) What is a data lake house? (7:36) What is Dremio solving in for users? (11:21) Essential components of a data lake house (16:35) Difference between on-prem and cloud experiences (33:53) What does it mean to be a developer advocate? (41:31) Final thoughts and takeaways (49:02) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What Does It Mean to be a Developer Advocate? 3:55

לפני 3 years3:55

3:55

In this bonus episode, Eric and Kostas preview their upcoming conversation with Alex Merced of Dremio. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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126: Crossing the Product Analytics Chasm with Spenser Skates of Amplitude Analytics 58:09

לפני 3 years58:09

58:09

Highlights from this week’s conversation include: Spenser’s journey to Co-Founding Amplitude (3:02) Looking back over the last decade of success at Amplitude (8:31) Going from Engineer to Sales (14:41) Comparing product analytics and general analytics (20:11) How cloud data warehousing has impacted analytics (31:38) Providing an out-of-the-box experience for consumers (41:12) Final thoughts and takeaways (54:27) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Amplitude - From Startup to IPO 3:26

לפני 3 years3:26

3:26

In this bonus episode, Eric and Kostas preview their upcoming conversation with Spenser Skates of Amplitude Analytics. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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125: Authorization Is A Data Problem with Jeff Chao of Abbey Labs 55:29

לפני 3 years55:29

55:29

Highlights from this week’s conversation include: Jeff’s background at Netflix and Stripe leading him to Abbey Labs (2:22) What Abbey is solving in the space (5:16) Tackling permissions in an organization (7:30) Opportunities to improve the availability of data (10:14) The challenge of tackling a new problem area at a new company (14:59) What is the most common challenges in the identity and security space (18:43) Importance of identity and the ability to track it in data (22:46) Connecting all the different platforms without frustrating the user (30:32) What are the parts of access data that needing to be tracked (36:10) Dealing with the varieties of data in security and managing permissions (40:26) Final thoughts and takeaways (51:52) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Solving Identity in Marketing vs. Security 5:26

לפני 3 years5:26

5:26

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jeff Chao of Abbey Labs, Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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124: Pragmatism About Data Stacks with Pedram Navid of West Marin Data 57:02

לפני 3 years57:02

57:02

Highlights from this week’s conversation include: Pedram’s journey into the world of data (4:05) What should the datastack at an early-stage startup look like? (9:53) New ideas surrounding access control for data (24:45) What can data teams learn around complexity from software engineering (30:55) Scaling up instead of scaling out in processing data (37:40) Why DuckDB is making so much noise in the market (41:06) Final thoughts and takeaways (53:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What Does the Modern Data Stack Mean to Normal Companies? 4:07

לפני 3 years4:07

4:07

In this bonus episode, Eric and Kostas preview their upcoming conversation with Pedram Navid of West Marin Data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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123: What Is a Universal Database? Featuring Stavros Papadopoulos of TileDB, Inc. 1:10:42

לפני 3 years1:10:42

1:10:42

Highlights from this week’s conversation include: Stavros’ journey into data and founding TileDB (3:12) What problem was TileDB going to solve? (12:05) Defining database systems (21:35) What part of database architecture is TileDB? (31:58) Storage engine solutions (42:37) What does the API look like in using TileDB? (50:40) What makes genomics unique in working with data (55:28) Final thoughts and takeaways (1:06:46) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Bringing Innovation to the Lowest Level of Databases 4:08

לפני 3 years4:08

4:08

In this bonus episode, Eric and Kostas preview their upcoming conversation with Stavros Papadopoulos of TileDB, Inc. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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122: Why Accounting Needs Its Own Database with Joran Greef of Tiger Beetle 1:00:16

לפני 3 years1:00:16

1:00:16

Highlights from this week’s conversation include: Joran’s background leading him from accounting to coding (3:10) What is Tiger Beetle? (5:53) Double-entry accounting and why it is important for a database (12:28) The need for low latency and high throughput (26:27) Why financial database software needs a laser focus (29:01) What are people using to implement a double-entry system? (36:09) Safety in financial software and addressing storage faults (40:26) Final thoughts and takeaways (55:52) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Do We Need A Dedicated Database for Every Use Case? 4:43

לפני 3 years4:43

4:43

In this bonus episode, Eric and Kostas preview their upcoming conversation with Joran Greef of Tiger Beetle. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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121: Materialize Origins: Breaking Down Data Flow Layers with Arjun Narayan and Frank McSherry 37:20

לפני 3 years37:20

37:20

Highlights from this week’s conversation include: Defining data flow (2:31) Are there limitations in timely data flow operation and/or building operators? (8:20) Areas of incremental computation that are having an impact today (17:10) Building a library vs building a product (24:06) Combining delight and empathy into a focus (27:52) Final thoughts and takeaways (32:42) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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120: Materialize Origins: A Timely Dataflow Story with Arjun Narayan and Frank McSherry 1:14:02

לפני 3 years1:14:02

1:14:02

Highlights from this week’s conversation include: What is Materialize? (2:43) Frank and Arjun’s journey in data and what led them to the idea of Materialize (6:22) The good and the bad of research in academia vs starting a company (25:20) The MVP for databases (33:49) Materialize’s end-to-end benefit for the user experience (43:03) Interchanging Materialize in warehouse and cloud data usage (48:25) The trade-offs within Materialize (1:00:02) Final takeaways and previewing part two of the conversation (1:09:25) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: What’s our first ever two-part episode about? 5:49

לפני 3 years5:49

5:49

In this bonus episode, Eric and Kostas preview their upcoming two-part conversation with Arjun Narayan and Frank McSherry of Materialize. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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119: The Data Stack Show Wrapped: 2022 12:19

לפני 3 years12:19

12:19

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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118: Bringing Powerful Business Intelligence to Mobile with Zack Hendlin of Zing Data 1:03:05

לפני 3 years1:03:05

1:03:05

Highlights from this week’s conversation include: Zack’s extensive background in the world of data and the genesis of Zing (3:02) Working on relevance, feeds, and ads at Facebook & LinkedIn (9:20) Exploring BI and queries on mobile devices (16:48) Reliance of input quality in data (23:28) Delivering a mobile-first experience in BI (30:11) Limitations of visualization on mobile devices (34:00) How BI tools interact with one another in Zing (45:21) The future of user-experience in consuming data (49:19) Final thoughts and takeaways (59:56) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Do You Need Business Intelligence on Your Phone? 4:15

לפני 3 years4:15

4:15

In this bonus episode, Eric and Kostas preview their upcoming conversation with Zach Hendlin of Zing Data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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117: DX for Data Tooling with Taylor Murphy of Meltano 56:29

לפני 3 years56:29

56:29

Highlights from this week’s conversation include: Taylor’s journey into data (3:09) What’s been going on at Meltano recently? (7:28) Addressing basic problems in data even with advancements in technology (12:23) What makes Meltano unique in the space (16:53) Why the CLI experience is important (25:37) Quality vs quantity in supporting connectors (35:51) What does data ops look like for Meltano (46:44) Takeaways and closing thoughts (52:56) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Is Business Logic Moving Further Down the Stack? 2:58

לפני 3 years2:58

2:58

In this bonus episode, Eric and Kostas preview their upcoming conversation with Taylor Murphy of Meltano. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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116: Data Democratization & Self Service with Aron Clymer of Data Clymer 54:23

לפני 3 years54:23

54:23

Highlights from this week’s conversation include: Aron’s background in the world of data (2:18) Recent Clients and major projects (3:30) Helping to spearhead data-driven growth at Salesforce (6:50) Stories about Marc Benioff, co-founder of Salesforce (16:12) Biggest learnings as a consultant in the data strategy space (17:58) The need for data democratization (23:33) Advice for Aron’s younger self in consulting (28:45) Current trends in data democratization and sales service (35:01) Aron’s favorite tools and platforms to use (42:19) Favorite part of the consulting process (47:45) Final thoughts and takeaways (50:29) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Data Analytics: Same As It Ever Was 6:44

לפני 3 years6:44

6:44

In this bonus episode, Eric and Kostas preview their upcoming conversation with Aron Clymer of Data Clymer. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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115: What Is Production Grade Data? Featuring Ashwin Kamath of Spectre 54:55

לפני 3 years54:55

54:55

Highlights from this week’s conversation include: Ashwin’s background in the data space (2:43) The unique nature of working with data in finance (7:32) Technological challenges of working in the finance data space (13:55) The third-party data factor and judging if it is reliable enough (17:07) What made Ashwin decide to go out and build his own company? (31:47) Defining data decay and data storing and why both are important (37:52) Advice on the importance of data quality (42:10) Final takeaways and wrap-up (50:49) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Managing Complexities of Financial Data 6:06

לפני 3 years6:06

6:06

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ashwin Kamath of Spectre. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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114: Solving Data Infrastructure Problems at Startups and Enterprises with Max Werner of Obsessive Analytics Consulting 59:08

לפני 3 years59:08

59:08

Highlights from this week’s conversation include: Max’s career journey (2:54) Going from a small startup to a big enterprise (11:15) Dynamics of a switchboard operator (17:09) Common threads through different companies (20:53) When data is not the answer (26:57) The evolution of CDP (29:38) Data sources to include in a CDP (35:16) Working with event data (37:19) Max’s take on other tools (41:18) The cutting edge in data (43:09) Building your data company in an evolving environment (49:28) Find Max: https://www.obsessiveanalytics.com/ The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: The Data Switchboard 3:17

לפני 3 years3:17

3:17

In this bonus episode, Eric and Kostas preview their upcoming conversation with Max Werner of Obsessive Analytics Consulting. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Shop Talk: Kostas Settles the Real-Time vs. Streaming Debate 21:13

לפני 3 years21:13

21:13

In this bonus episode, Eric and Kostas talk shop around the topic of streaming. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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113: What Is Streaming Graph? Featuring Ryan Wright of thatDot 1:04:32

לפני 3 years1:04:32

1:04:32

Highlights from this week’s conversation include: Ryan’s background and career journey (2:49) Quine and where it came from (4:36) Graph databases 101 (7:17) Use cases for graph databases (13:44) Purposes for graphs (22:27) How to use Quine (31:49) Quine’s performance and scale (43:06) Educating users about a new product (49:13) The team that would optimize Quine (52:23) When graph will gain popularity (56:15) Quine: https://quine.io/ The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Graph as a Utility 3:25

לפני 3 years3:25

3:25

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ryan Wright of thatDot. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Shop Talk: What Coalesced at Coalesce? 20:22

לפני 3 years20:22

20:22

In this bonus episode, Eric and Kostas talk shop around experiences at the Coalesce conference in New Orleans. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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112: Python Native Stream Processing with Zander Matheson of bytewax 50:06

לפני 3 years50:06

50:06

Highlights from this week’s conversation include: Zander’s background and career journey (2:32) Introducing bytewax (5:16) The difference between systems (10:57) Bytewax’s most common use cases (16:15) How bytewax integrates with other systems (20:25) The technology that makes up bytewax (24:31) Comparing bytewax to other systems (34:17) What’s next for bytewax (36:31) Try it out: bytewax.io The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Who Needs a Stream Processing Engine? 5:10

לפני 3 years5:10

5:10

In this bonus episode, Eric and Kostas preview their upcoming conversation with Zander Matheson of bytewax. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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Shop Talk: The Business of Data Infrastructure is Uniquely Challenging 19:37

לפני 3 years19:37

19:37

In this bonus episode, Eric and Kostas talk shop surrounding data infrastructure. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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111: What if Your Code Just Ran in the Cloud for You? Featuring Erik Bernhardsson of Modal Labs 57:41

לפני 3 years57:41

57:41

Highlights from this week’s conversation include: Erik’s background and career journey (2:51) Managing scale in a rapidly changing environment (6:35) The people side of hypergrowth (12:36) Coding competitions (17:50) Introducing Modal Labs (19:02) How Erik got into building Modal (21:45) The employee experience at Modal (28:09) How a data engineering team would use Modal (31:21) What it takes to build a platform like Modal (36:27) What makes Modal different (42:49) Evolution coming for the data world (45:52) Untapped areas in the data world (48:46) Spotify playlists (52:03) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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The PRQL: Erik Bernhardsson Just Can’t Stop Solving Problems 4:19

לפני 3 years4:19

4:19

In this bonus episode, Eric and Kostas preview their upcoming conversation with Erik Bernhardsson of Modal Labs. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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110: How Can Data Discovery Help You Understand Your Data? Featuring Shinji Kim of Select Star 58:16

לפני 3 years58:16

58:16

Highlights from this week’s conversation include: Shinji’s background and career journey (3:35) Defining “data discovery” (6:03) The best conditions to use Select Star (8:45) Where Select Star fits on the data spectrum (13:38) Why Select Star is needed (17:35) How Select Star uses metadata (21:02) Exposing data queries (27:04) Composing queries into metadata (33:27) Automating BI tools (37:28) Limits to data governance (41:39) Maintaining economies of scale (48:56) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Shop Talk: Why Are There So Many Flavors of Databases? 15:54

לפני 3 years15:54

15:54

In this bonus episode, Eric and Kostas talk shop about the wide world of databases. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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The PRQL: What is Data Discovery? 3:44

לפני 3 years3:44

3:44

In this bonus episode, Eric and Kostas preview their upcoming conversation with Shinji Kim of Select Star. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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109: How Does Headless Business Intelligence Work? Featuring Artyom Keydunov and Pavel Tiunov of Cube Dev 1:01:25

לפני 3 years1:01:25

1:01:25

Highlights from this week’s conversation include: The context of Headless BI (3:31) What Cube Dev does (9:24) How Headless BI works with other tools (13:03) An analysis of LookML (18:04) User interaction with Cube Dev (23:40) Who manages data artifacts (25:22) Taking care of the developer experience (30:37) Levels of performance (30:37) Artyom and Pavel’s background and career journey (35:47) Why you should use Cube Dev (43:38) Roles within a data organization (48:55) How Cube Dev impacts visualization (53:35) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Shop Talk: Will the Future of the Customer Data Platform Include a Shared Logic Layer? 19:45

לפני 3 years19:45

19:45

In this bonus episode, Eric and Kostas talk shop around the wide world of data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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The PRQL: What Comes to Mind When You Think of ‘Headless’? 4:40

לפני 3 years4:40

4:40

In this bonus episode, Eric and Kostas preview their upcoming conversation with Artyom Keydunov & Pavel Tiunov of CubeJS. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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108: You Can’t Separate Data Reliability From Workflow with Gleb Mezhanskiy of Datafold 1:00:22

לפני 3 years1:00:22

1:00:22

Highlights from this week’s conversation include: Gleb’s background and career journey (2:51) The adoption problems (10:53) How Datafold solves these problems (18:08) The vision for Datafold (26:27) Incorporating Datafold as a data engineer (38:53) The importance of the data engineer (42:12) Something to keep in mind when designing data tools (46:46) Implementing new technology into your company (53:18) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com. . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

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Shop Talk: Is It Possible for Excel To Die? 17:41

לפני 3 years17:41

17:41

In this bonus episode, Eric and Kostas talk shop around the wide world of data. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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The PRQL: Are Marketers the Worst Data Quality Offenders? 4:20

לפני 3 years4:20

4:20

In this bonus episode, Eric and Kostas preview their upcoming conversation with Gleb Mezhanskiy of Datafold. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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107: Building Modern Data Teams with dbt Labs, REI, and Robinhood 1:02:42

לפני 3 years1:02:42

1:02:42

Highlights from this week’s conversation include: Introducing our guests (3:05) Defining “data team” (4:40) How data teams emerge and evolve (14:11) The need that forces the creation of a data team (21:12) The backbone of the data team (26:23) Building a career within a data team (36:39) Advice for new data team managers (47:35) Question and answer time (52:38) The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com . . Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.…

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The Data Stack Show

1
Shop Talk With Eric and Kostas: Transitioning From Consumer to Builder 27:47

לפני 3 years27:47

27:47

In this bonus episode, Eric and Kostas talk shop regarding transitioning from consumer to builder. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show

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The PRQL: What Can We Learn From the Patterns of Successful Data Teams? 3:10

לפני 3 years3:10

3:10

In this bonus episode, Eric and Kostas preview their upcoming panel discussion around the topic of building data teams. Hosted by Simplecast, an AdsWizz company. See https://pcm.adswizz.com for information about our collection and use of personal data for advertising.

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The Data Stack Show « » The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync

The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync

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The Data Stack Show « »
The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync