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

The Data Stack Show

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محتوای ارائه شده توسط Rudderstack. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط Rudderstack یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Ask Grumpy

1
Helpless Hydrangea 6:24

11 روز پیش6:24

پخش در آینده

لیست ها

پسندیدن

دوست داشته شد

6:24

Grumpy helps a reader choose the best hydrangea for their hometown. Plus, Grumpy’s gripe of the week. You can find us online at southernliving.com/askgrumpy Ask Grumpy Credits: Steve Bender aka The Grumpy Gardener - Host Nellah McGough - Co-Host Krissy Tiglias - GM, Southern Living Lottie Leymarie - Executive Producer Michael Onufrak - Audio Engineer/Producer Isaac Nunn - Recording Tech Learn more about your ad choices. Visit podcastchoices.com/adchoices…

حدود یک سال پیش 41:46

MP3•خانه قسمت

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.

454 قسمت

#Tech #MBA #Business #Podcasting Education #Rudderstack #Customer Data #Data #Data Driven #Data Infrastructure #Datastack #Eric Dodds #Integrative #Kostas Pardalis

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

The Data Stack Show

22 subscribers

published حدود یک سال پیش

اشتراک گذاری

MP3•خانه قسمت

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)

RudderStack helps businesses make the most out of their customer data while ensuring data privacy and security. To learn more about RudderStack visit rudderstack.com.

454 قسمت

#Tech #MBA #Business #Podcasting Education #Rudderstack #Customer Data #Data #Data Driven #Data Infrastructure #Datastack #Eric Dodds #Integrative #Kostas Pardalis

همه قسمت ها

1
245: The Future of Data: Postgres, Iceberg, and Operational Analytics with Pranav Aurora of Mooncake Labs 44:05

۳ روز پیش44:05

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 .…

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

۴ روز پیش1:48

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 .…

1
244: Postgres to ClickHouse: Simplifying the Modern Data Stack with Aaron Katz & Sai Krishna Srirampur 34:51

۵ روز پیش34:51

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 .…

1
The PRQL: Data Migration Made Easy: Postgres, ClickHouse, and the Future of Analytics with Aaron Katz and Sai Krishna Srirampur 5:47

۶ روز پیش5:47

5:47

1
243: The Data Economy: Turning Information into a Tradable Commodity with Viktor Kessler of Vakamo 34:26

۹ روز پیش34:26

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 .…

1
The PRQL: Governance, Flexibility, and the Future of Enterprise Data with Viktor Kessler of Vakamo 2:11

10 روز پیش2:11

2:11

1
242: The Data Convergence: How Operational and Analytical Data Are Merging with Ruben Burdin of Stacksync 36:14

11 روز پیش36:14

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 .…

1
The PRQL: Two-Way Sync: The Future of Database Communication with Ruben Burdin of Stacksync 2:12

12 روز پیش2:12

2:12

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

13 روز پیش38:42

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 .…

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

16 روز پیش1:40

1:40

1
240: Data Council Insights from a Waymo: Postgres and the Future of the Data Stack 18:20

18 روز پیش18:20

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 .…

1
The PRQL: Data Council Debrief 4:18

20 روز پیش4:18

4:18

1
239: How AI is Transforming Product Development with Thomas Kuckoff, Senior Product Manager at Omron Automation 57:16

25 روز پیش57:16

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 .…

1
238: What Every Developer Needs to Know About Microservices in 2025 with Mark Fussell, Founder & CEO at Diagrid 52:21

۵ weeks پیش52:21

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 .…

1
The PRQL: From Monoliths to Microservices with Mark Fussell, Founder & CEO at Diagrid 2:55

۵ weeks پیش2:55

2:55

The Data Stack Show

1
237: Startups, Sales, and Spreadsheets: How a Real Estate Developer Built an AI Company 59:17

۶ weeks پیش59:17

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 .…

The Data Stack Show

1
The PRQL: Willz Tolbert’s Journey Through Real Estate and AI 3:01

۶ weeks پیش3:01

3:01

The Data Stack Show

1
236: Ringing Out the Old: AI's Role in Redefining Data Teams, Tools, and Business Models 53:39

۷ weeks پیش53:39

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 .…

The Data Stack Show

1
The PRQL: AI, SaaS, and the End of Job Titles with Eric Dodds and John Wessel 3:42

۷ weeks پیش3:42

3:42

The Data Stack Show

1
235: Pete Soderling on the Evolution of Data Engineering 43:23

۸ weeks پیش43:23

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 .…

The Data Stack Show

1
The PRQL: What AI Founders Need to Know About Data (Before It’s Too Late) with Pete Soderling of Zero Prime Ventures 3:27

۸ weeks پیش3:27

3:27

The Data Stack Show

1
234: The Cynical Data Guy on AI, Data Tools, and the Future of Coding 35:42

۹ weeks پیش35:42

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 .…

The Data Stack Show

1
The PRQL: From Code to No-Code: How AI is Reshaping Data Work with the Cynical Data Guy 9:15

۹ weeks پیش9:15

9:15

The Data Stack Show

1
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

10 weeks پیش57:35

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 .…

The Data Stack Show

1
The PRQL: From Data Engineer to Data Entrepreneur with Solomon Kahn of Delivery Layer and Top Data People 2:08

10 weeks پیش2:08

2:08

The Data Stack Show

1
232: Building a Business Solo: Streaming Data, Synthetic Testing, and Startup Lessons with Michael Drogalis of ShadowTraffic.io 48:22

11 weeks پیش48:22

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 .…

The Data Stack Show

1
The PRQL: Solopreneurship, Streaming Data, and Synthetic Testing with Michael Drogalis of ShadowTraffic.io 2:27

11 weeks پیش2:27

2:27

The Data Stack Show

1
231: From Pre-Med to Product Strategy: Eric Dodds’ Journey in Data and Startups 47:37

12 weeks پیش47:37

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 .…

The Data Stack Show

1
230: The Cynical Data Guy: Data Tech Debt, Data Mesh, and Dashboard Directives 25:20

13 weeks پیش25:20

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 .…

The Data Stack Show

1
229: The Future of AI: Superhuman Intelligence, Autonomous Coding, and the Path to AGI with Misha Laskin of ReflectionAI 52:25

14 weeks پیش52:25

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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