201: AI Real-Talk: Uncovering The Good, Bad And Ugly Through Prototyping With Eric, John, And Matt The Data Stack Show podcast

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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.

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Not All Growth Is Good—Here's How to Get It Right 20:09

לפני 20 ימים20:09

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20:09

Justin Manly, BCG’s lead on growth and innovation, explains how businesses can choose the right growth strategy given their aspirations and position in the market. Whether a company is gaining or losing share, in a booming or sluggish industry, profitable growth depends on knowing your starting point. Learn More: Justin Manly: https://on.bcg.com/4kGYyPH BCG’s Latest Thinking on Growth and Innovation Analytics: https://on.bcg.com/4kjTEIB BCG’s Latest Thinking on Corporate Finance and Strategy: https://on.bcg.com/3ZeAMlX Your Growth Strategy Depends on Your Starting Point: https://on.bcg.com/43YpzZm The Vitality Code: How Growth Leaders Master Strategy, Technology, People, and Culture: https://on.bcg.com/4dMKjH1 This podcast uses the following third-party services for analysis: Podtrac - https://analytics.podtrac.com/privacy-policy-gdrp…

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201: AI Real-Talk: Uncovering the Good, Bad and Ugly Through Prototyping with Eric, John, and Matt

לפני שנה 1:03:19

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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.

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.

… continue reading

461 פרקים

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

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201: AI Real-Talk: Uncovering the Good, Bad and Ugly Through Prototyping with Eric, John, and Matt

The Data Stack Show

22 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

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.

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.

… continue reading

461 פרקים

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

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

לפני 6 ימים19:20

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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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The Data Stack Show

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248: AI and BI: The Future of Data Analytics with Michael Driscoll of Rill Data 47:51

לפני 13 ימים47:51

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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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The Data Stack Show

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The PRQL: The Metrics-First Approach: Transforming How We Understand Data with Michael Driscoll of Rill Data 2:06

לפני 15 ימים2:06

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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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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 20 ימים31:22

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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 22 ימים3:06

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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 27 ימים48:59

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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 29 ימים3:20

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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 5 weeks44:05

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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 5 weeks1:48

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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 5 weeks34:51

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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 5 weeks5:47

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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 6 weeks34:26

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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 6 weeks2:11

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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 6 weeks36:14

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

לפני 6 weeks2:12

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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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