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

The Data Stack Show

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1
Sweetgreen's CEO explains why his salads are so expensive 1:12:26

לפני 15 ימים1:12:26

הפעל מאוחר יותר

רשימות

לייק

אהבתי

1:12:26

On today's episode, co-hosts Yasmin Gagne and Josh Christensen discuss the latest news in the world of business and innovation, including Apple’s newest product announcements at WWDC, Warner Bros. Discovery’s split back into two companies, and the U.S. and China meeting in London to discuss trade talks. (00:45) Next, since its inception in 2008, NPR's Tiny Desk Concerts have become a staple on YouTube with over 11 million subscribers. Josh and Yaz speak with Fast Company associate editor David Salazar about the lasting influence, favorite acts, and future programming of Tiny Desk Concerts. (08:43) Finally, Yaz and Josh interview Sweetgreen CEO Jonathan Neman about the company's new menu items, advancements in culinary technology like Infinite Kitchens, and the removal of seed oils from their food preparation process. (31:25) For more of the latest business and innovation news, go to https://www.fastcompany.com/news To read David Salazar’s piece on NPR’s Tiny Desk concerts: https://www.fastcompany.com/91337277/npr-tiny-desk-concert-artist-impact…

לפני שנה 1:02:50

MP3•בית הפרקים

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.

462 פרקים

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

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

The Data Stack Show

22 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

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)

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

462 פרקים

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

All episodes

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

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24:15

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

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

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19:20

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

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לפני 16 ימים47:51

47:51

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

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לפני 18 ימים2:06

2:06

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

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לפני 23 ימים31:22

31:22

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לפני 25 ימים3:06

3:06

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לפני 4 weeks48:59

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The Data Stack Show is a weekly podcast powered by RudderStack, the CDP for developers. Each week we’ll talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data. RudderStack 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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לפני 5 weeks34:51

34:51

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לפני 13 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 « » 183: Why Modern Data Quality Must Move Beyond Traditional Data Management Practices with Chad Sanderson of Gable.ai

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

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