תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
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Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
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Leading Up is a top-ranking leadership podcast to help you work, lead, and live differently. In Season 7, we’ll shine a light on storytelling, and how it can help aspiring leaders communicate better. Alan Todd, VP of Leadership Development at Udemy, sits down with some of the most thoughtful and exciting leaders, practitioners, and thinkers. Together, we’ll help you unlock your potential and become an even better leader. New episodes drop every Wednesday, so be sure to follow the podcast to ...
Call them changemakers. Call them rule breakers. We call them Redefiners. And in this provocative podcast, we explore how daring leaders from across industries and around the globe are redefining their organizations—and themselves—to create extraordinary impact in today’s rapidly changing world. In each episode, Russell Reynolds Associates Leadership Advisor Hoda Tahoun and former CEO Clarke Murphy host engaging, purposeful conversations with leaders in and out of the business world who shar ...
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Player FM - אפליקציית פודקאסט התחל במצב לא מקוון עם האפליקציה Player FM !
Episode Notes [00:00] The Importance of Questioning [01:21] Introduction to Curated Questions [02:20] Meet Kevin Kelly [03:56] Kevin Kelly's Mentor: Stewart Brand [05:33] The Role of Questions in Intellectual Traditions [06:47] Disequilibrium and Growth [10:21] Embodied Questions and Exploration [11:11] Balancing Exploration and Exploitation [11:50] The Inefficiency of Questioning [15:53] The Abundance Mindset [18:39] The Inevitable and Quality Questions [19:26] Hill Climbing vs. Hill Making [22:28] The Challenge of Innovation [24:13] The Beauty of Engineering and Innovation [24:34] Navigating the Frontier of New Technologies [25:33] The Role of AI in Question Formulation [26:43] Challenges in Advancing AI Capabilities [29:11] The Long Now Foundation and the 10,000 Year Clock [29:56] Transmitting Values Over Time [31:03] Ethics in AI and Self-Driving Cars [33:26] The Art of Questioning [34:04] Photography: Capturing vs. Creating [36:12] The Inefficiency of Exploration [38:36] Daily Practice and Long-Term Success [40:17] The Importance of Quantity for Quality [43:22] Final Thoughts and Encouragement on Questioning [46:24] Summary Takeaways Resources Mentioned Wired Magazine Whole Earth Review WELL Hackers Conference What Technology Wants by Kevin Kelly The Inevitable by Kevin Kelly Cool Tools Project Long Now Foundation Stewart Brand Socratic Method Koan René Descartes Conde Nast Vouge Olivetti Typewriter Trolley Problem Terry Gross Lex Friedman Tim Ferriss KK.org Kevin2Kelly on Instagram Recomendo Newsletter Excellent Advice for Living Beauty Pill Producer Ben Ford Questions Asked When did you first understand the power of questions? Can I do that? Can that be something that you can learn? How did questions function differently between Eastern versus Western intellectual traditions? What role do you think embodied questions those we explore through doing rather than thinking play in developing wisdom? What's on the other side of the hill? What happens if you go to the end? What's the origin of this? How should one think about the exploratory in one's life? Is there anything that you would add to your list of 15 statements that define what makes a quality question? Is there a qualitative difference between the questions humans are asking and the questions our AI systems are beginning to formulate? What do you think would help them get there? Any idea on a forcing function on how we get them [LLMs] to ask the better questions so that they might improve in that direction? What were some novel questions that broke your brain at the time in thinking about this 10,000-year clock or beyond? What's it good for? What would you use it for? What else could you do over the long term for 10,000 years? How do you transmit values over time? How do you evolve values that need to change, and how do you make a difference? How do even know what you don't want to change? What do you want to continue? What's the most essential aspects of our civilization that we don't want to go away? What are the rules? What is the system? How do you pass things along in time and not change the ones you don't wanna change, and make sure you change the ones that are more adaptable so they can adapt? What do you think about questioning itself as an art form? How has being a photographer influenced the way you question reality, visually compared to verbally? Are you a photographer that takes photos or makes photos? What will happen? What will happen next? What are your right now questions that you are wrestling with or working with in your life? Can someone else do what I'm trying to do here? Am I more me in doing my art or more me in doing the writing? Do you have any other thoughts or encouragement about questions that we haven't explored? What makes a good question? How do you ask a good question? What questions do you dwell on to be in purposeful imbalance? What is your practice in embracing the inefficient nature of questions to achieve breakthroughs? What are the new hills you can build and frontiers you can explore? How can you use your curiosity and humanity to pursue questions that trend toward the fringes?…
תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
In this bonus episode, Eric and Kostas preview their upcoming panel discussion around the topic of building data teams.
תוכן מסופק על ידי Rudderstack. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי Rudderstack או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.
In this bonus episode, Eric and Kostas preview their upcoming panel discussion around the topic of building data teams.
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
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 .…
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 .…
The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com .…
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 .…
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 .…
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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