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The Data Stack Show — Technology
The Data Stack Show

Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

Copyright: © 2021 The Data Stack Show

Latest Episodes:

The PRQL: Back to the Basics: The Importance of Solid Reporting and Analytics Oct 07, 2024

Show notes

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

209: Storytime with Cynical Data Guy: Data Projects, $50K Web Scraping Fails, and the Role of CDOs Oct 02, 2024

Show notes

Highlights from this week’s conversation include:

Previewing the Next Cynical Data Guy Episode (0:13)
Story Time: Coolest Data Project You’ve Worked On (1:13)
Failed Web Scraping Project (3:40)
Building a Neural Net for Matching (5:22)
Rebuilding the Project Strategy (7:04)
Project Completion and Politics (9:35)
Agreeable Data Guy's Pricing Story (11:00)
Balancing Advanced and Simple Solutions (14:15)
Insights from Pricing Team Meetings (16:19)
Building for Scale vs. Immediate Needs (18:29)
Open Source Data Formats (19:46)
Disaster Recovery Experiences (22:34)
Reflections on Chief Data Officers (25:01)
Cynicism in Data Projects (28:19)
Final Thoughts and Takeaways (30:20)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

The PRQL: Data Projects Gone Wrong Sep 30, 2024

Show notes

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

208: The Intersection of AI Safety and Innovation: Insights from Soheil Koushan on LLMs, Vision, and Responsible AI Development Sep 25, 2024

Show notes

Highlights from this week’s conversation include:

Soheil’s Background and Journey in AI (0:40)
Anthropic's Philosophy on Safety (1:21)
Key Moments in AI Discovery (2:52)
Computer Vision Applications (4:42)
Magic vs. Reality in AI (7:35)
Product Development at Anthropic (12:57)
Tension Between Research and Product (14:36)
Safety as a Capability (17:33)
Community Notes and Democracy in AI (20:41)
Expert Panels for Safety (21:38)
Post-Training Data Quality (23:32)
User Data and Privacy (25:32)
Test Time Compute Paradigm (30:54)
The Future of AI Interfaces (36:04)
Advancements in Computer Vision (38:46)
The Role of AGI in AI Development (41:52)
Final Thoughts and Takeaways (43:07)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

The PRQL: Balancing Safety and Innovation for AI with Soheil Koushan of Anthropic Sep 23, 2024

Show notes

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

207: Why Niche Data Tools Fail, Broken Hiring Processes, and the GUI vs. Command Line Showdown with The Cynical Data Guy Sep 18, 2024

Show notes

Highlights from this week’s conversation include:

Welcome to another episode of the Cynical Data Guys (0:24)
Post on Short Sellers in Data (1:36)
Investment Areas in Data (4:04)
Teaching Git with GUI (9:00)
Understanding Data Scientist Roles (12:25)
Interview Process Critique (15:39)
Hiring Process Challenges (19:19)
Defining Team Fit (21:05)
Effective Hiring Framework (23:05)
Cynical Take on Trust Issues (25:02)
Final Thoughts and Takeaways (26:05)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

The PRQL: Open Source Data Tools: Buying or Selling? Sep 16, 2024

Show notes

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

206: Reviving Old-School Customer Experiences Through Modern Data Strategies, Featuring Edward Chenard, Seasoned Data Leader and Analytics Officer Sep 11, 2024

Show notes

Highlights from this week’s conversation include:

Edward's Background and Journey in Data (0:44)
P&L Ownership Discussion (1:15)
Challenges in Profit Ownership (3:38)
Data Team Dynamics (5:52)
Role Clarity Between CFO and CDO (7:31)
Nuances of Data Leadership (11:24)
Focus on Relevance in Data Work (14:05)
Best Buy's Personalization Project (18:39)
Building a Data Stack (21:00)
Crowd-Driven Algorithms (25:26)
Event-Based Personalization (28:12)
Corporate Politics and Implementation (31:00)
In-Store Experience Innovations (33:16)
Impact of Data Science at Best Buy (37:14)
The Importance of Data Teams in AI Implementation (39:19)
Using AI Conversationally (42:09)
Book Recommendations for Data Leaders (44:24)
Final Thoughts and Takeaways (47:05)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

The PRQL: Modern Data, Old-School Customer Focus: A Winning Strategy with Edward Chenard Sep 09, 2024

Show notes

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

205: How to make LLMs Boring (Predictable, Reliable, and Safe), Featuring Nicolay Gerold Sep 04, 2024

Show notes

Highlights from this week’s conversation include:

Nicolay’s Background and Journey in AI (0:39)
Milestones in LLMs (4:30)
Barriers to Effective Use of LLMs (6:39)
Data-Centric AI Approach (10:17)
Importance of Data Over Model Tuning (12:20)
Capabilities of LLMs (15:08)
Challenges in Structuring Data (18:28)
JSON Generation Techniques (20:28)
Utilizing Unused Data (22:36)
Importance of Monitoring in AI (34:11)
Challenges in AI Testing (37:40)
Error Tracing in AI vs. Software (39:24)
The AI Startup Landscape (40:53)
Marketing for Technical Founders (42:41)
Generative AI Hype Cycle (44:33)
Connecting with Nicolay and Final Takeaways (47:59)

The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

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

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

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