The PRQL: How Does Composability In Data Infrastructure Differ At Different Levels Of Abstraction? Featuring Pedro Pedreira Of Meta The Data Stack Show podcast

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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 יומיים31:22

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 .…

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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 4 ימים3:06

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 .…

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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 9 ימים48:59

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 .…

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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 11 ימים3:20

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 .…

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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 15 ימים44:05

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 .…

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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 16 ימים1:48

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 .…

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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 17 ימים34:51

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 .…

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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 18 ימים5:47

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 .…

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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 21 ימים34:26

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 .…

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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 22 ימים2:11

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 .…

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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 23 ימים36:14

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 .…

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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 24 ימים2:12

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 .…

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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 ימים38:42

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 .…

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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 28 ימים1:40

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 .…

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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 4 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 .…

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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 13 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 .…

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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 13 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 .…

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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 14 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 .…

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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 15 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 .…

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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 16 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 .…

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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 16 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 .…

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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 17 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 .…

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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 18 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 .…

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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 19 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 .…

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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 19 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 .…

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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 20 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 .…

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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 20 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 .…

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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 21 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 .…

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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 21 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 .…

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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 22 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 .…

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The Data Stack Show

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The PRQL: Data Council Debrief 4:18

לפני 5 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 .…

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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 5 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 .…

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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 6 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 .…

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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 7 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 .…

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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 7 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 .…

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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 8 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 .…

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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 8 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 .…

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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 9 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 .…

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The Data Stack Show

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

לפני 9 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 .…

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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 10 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 .…

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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 10 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 .…

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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 11 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 .…

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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 11 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 .…

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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 12 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 .…

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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 12 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 .…

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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 30 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 .…

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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 30 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 .…

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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 31 weeks2:02

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 .…

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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 31 weeks46:53

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 .…

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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 32 weeks2:34

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 .…

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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 32 weeks1:00:10

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 .…

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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 33 weeks3:09

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 .…

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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 33 weeks47:21

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 .…

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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 34 weeks1:45

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 .…

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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 34 weeks1:05:45

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 .…

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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 35 weeks4:06

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 .…

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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 35 weeks30:57

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 .…

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The Data Stack Show

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The PRQL: Data Projects Gone Wrong 1:13

לפני 36 weeks1:13

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 .…

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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 36 weeks44:04

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 .…

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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 37 weeks1:37

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 .…

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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 22 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 .…

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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 23 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 .…

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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 23 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 .…

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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 24 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 .…

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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 24 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 .…

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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 25 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 .…

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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 25 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 .…

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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 26 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 .…

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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 26 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 .…

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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 27 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 .…

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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 27 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 .…

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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 28 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 .…

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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 28 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 .…

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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 29 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 .…

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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 29 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 .…

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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 37 weeks27:12

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 .…

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The Data Stack Show

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

לפני 38 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 .…

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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 38 weeks48:26

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 .…

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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 39 weeks1:55

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 .…

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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 39 weeks48:52

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 .…

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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 40 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 .…

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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 40 weeks53:36

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 .…

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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 41 weeks2:21

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 .…

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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 41 weeks46:39

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 .…

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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 42 weeks2:03

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 .…

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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 42 weeks50:01

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 .…

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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 43 weeks1:37

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 .…

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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 43 weeks1:03:19

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 .…

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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 44 weeks2:00

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 .…

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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 44 weeks29:01

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 .…

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The Data Stack Show

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The PRQL: Jaded Takes on Data Linkedin 2:00

לפני 45 weeks2:00

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 .…

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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 45 weeks49:29

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 .…

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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 46 weeks2:39

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 .…

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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 46 weeks52:11

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 .…

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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 47 weeks1:50

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 .…

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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 47 weeks1:03:35

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 .…

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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 48 weeks2:22

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 .…

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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 48 weeks49:21

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 .…

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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 49 weeks2:58

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 .…

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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 49 weeks48:51

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 .…

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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 50 weeks2:21

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 .…

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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 50 weeks48:08

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 .…

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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 51 weeks1:41

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 .…

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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 51 weeks24:25

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 .…

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The Data Stack Show

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

לפני 52 weeks3:08

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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 .…

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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 1 year2:43

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 .…

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The Data Stack Show

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

לפני 1 year46:06

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 .…

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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 1 year3:47

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 .…

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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 1 year58:26

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 .…

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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 1 year3:35

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 .…

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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 1 year36:02

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 .…

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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 1 year3:27

3:27

In this bonus episode, Eric and Kostas preview their upcoming conversation with Tony Wang of Stanford University.

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

לפני 1 year57:17

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 .…

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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 1 year5:47

5:47

In this bonus episode, Eric and Kostas preview their upcoming conversation with Peter Chapman, a GTM consultant.

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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 1 year1:07:21

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 .…

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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 1 year4:04

4:04

In this bonus episode, Eric and Kostas preview their upcoming conversation with Rishabh Bhargava of refuel.

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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 1 year53:09

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 .…

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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 1 year4:01

4:01

In this bonus episode, Eric and Kostas preview their upcoming conversation with Viren Baraiya of orkes.io.

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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 1 year1:18:30

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 .…

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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 1 year4:59

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.

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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 1 year58:14

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 .…

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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 1 year3:08

3:08

In this bonus episode, Eric and Kostas preview their upcoming conversation with Artyom Keydunov of Cube Dev.

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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 1 year46:31

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 .…

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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 1 year3:31

3:31

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jay Henderson of Alteryx.

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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 1 year56:03

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 .…

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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 1 year4:40

4:40

In this bonus episode, Eric and Kostas preview their upcoming conversation with Matt Butcher of Fermyon Technologies.

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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 1 year35:33

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 .…

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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 1 year42:08

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 .…

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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 1 year1:29:43

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 .…

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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 1 year4:48

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 .…

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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 1 year58:27

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 .…

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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 1 year3:57

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 .…

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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 1 year1:02:50

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 .…

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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 1 year7:49

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 .…

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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 1 year1:00:54

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 .…

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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 1 year6:18

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 .…

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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 1 year59:50

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 .…

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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 1 year5:36

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 .…

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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 1 year53:20

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 .…

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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 1 year5:11

5:11

In this bonus episode, Eric and Kostas preview their upcoming conversation with Kunal Agarwal of Unravel Data.

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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 1 year50:42

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 .…

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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 1 year55:50

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 .…

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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 1 year3:48

3:48

In this bonus episode, Eric and Kostas preview their upcoming conversation with Sandy Ryza of Dagster.

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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 1 year53:43

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 .…

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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 1 year2:36

2:36

In this bonus episode, Eric and Kostas preview their upcoming conversation with Katie Bauer of GlossGenius.

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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 1 year1:05:54

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 .…

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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 1 year6:28

6:28

In this bonus episode, Eric and Kostas preview their upcoming conversation with Tasso Argyros of ActionIQ.

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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 1 year56:40

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 .…

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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 1 year3:01

3:01

In this bonus episode, Eric and Kostas preview their upcoming conversation regarding Data Mesh with Paolo Platter, Zhamak Dehghani, and Melissa Logan.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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.…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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 .…

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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.

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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. .…

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The Data Stack Show « » The PRQL: How Does Composability in Data Infrastructure Differ at Different Levels of Abstraction? Featuring Pedro Pedreira of Meta

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

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The Data Stack Show « »
The PRQL: How Does Composability in Data Infrastructure Differ at Different Levels of Abstraction? Featuring Pedro Pedreira of Meta