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PODCAST

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.

technology management

All Episodes

00:03:24

The PRQL: Fundrise's Data-Driven Approach to...

The Data Stack Show ·

2023/12/04

In this bonus episode, Eric and Kostas preview their upcoming conversation with Ben Miller of Fundrise.

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01:12:16

166: Data Processing Fundamentals and Building a...

The Data Stack Show ·

2023/11/29

Highlights from this week’s conversation include:The concept of composable at a lower level of data infrastructure (1:28)New architectures and components that allow developers to build databases (3:44)Pedro's background and experience in data infrastructure (6:18)The Spectrum of Latency and Analytics (12:59)Different Query Engines for Different Use Cases (16:32)Vectorized vs Code Gen Data Processing (19:33)Vectorization and Code Generation (21:21)Examples of Vectorized Engines (24:33)Rewriting

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00:06:03

The PRQL: How Does Composability in Data...

The Data Stack Show ·

2023/11/27

In this bonus episode, Eric and Kostas preview their upcoming conversation with Pedro Pedreira of Meta.

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00:54:23

165: SQL Queries, Data Modeling, and Data...

The Data Stack Show ·

2023/11/22

Highlights from this week’s conversation include:Colin's Background and Starting Omni (1:48)Defining “good” at Google search early in his career (4:42)Looker's Unique Approach to Analytics (9:48)The paradigm shift in analytics (10:52)The architecture of Looker and its influence (12:04)Combatting the challenge of unbundling in the data stack (14:26)The evolution of analytics engineering (21:50)Enhancing user flexibility in Omni (23:44)The evolution of BI tools (32:53)What does the future look like

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00:01:57

The PRQL: Building a Data Product for Data People:...

The Data Stack Show ·

2023/11/20

In this bonus episode, Eric and Kostas preview their upcoming conversation with Colin Zima of Omni.

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00:56:56

164: How The GTM and Data Teams at Snowflake Work...

The Data Stack Show ·

2023/11/15

Highlights from this week’s conversation include:The Unique Perspective of Practitioners (2:10)Account-based Marketing (6:30)Sales Development Representatives (SDR) (8:05)Descriptive, People, and Engagement Data (11:38)Data Overload and Actionable Data (14:20)Working with Data Teams and Internal Data (17:52)The relationship between business and data teams (22:27)The importance of collaboration between marketing and data teams (24:17)Travis and Hillary writing a book (25:33)The taxonomy of personas

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00:04:39

The PRQL: Navigating the World of Data Overload with...

The Data Stack Show ·

2023/11/13

In this bonus episode, Eric and Kostas preview their upcoming conversation with Travis Henry and Hillary Carpio of Snowflake.

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01:03:57

163: Simplifying Real-Time Streaming with David Yaffe...

The Data Stack Show ·

2023/11/08

Highlights from this week’s conversation include:Johnny and David’s background in working together (1:56)The background story of Estuary (4:15)The challenges of ad tech and the need for low latency (5:44)Use cases for moving data at scale (10:35)Real-time data replication methods (11:54)Challenges with Kafka and the birth of Gazette (13:54)Comparing Kafka and Gazette (20:22)The importance of existing streaming tools (22:28)Challenges of managing Kafka and the need for a different approach (23:40)The

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00:03:51

The PRQL: The Shortcomings of Apache Kafka with David...

The Data Stack Show ·

2023/11/06

In this bonus episode, Eric and Kostas preview their upcoming conversation with David Yaffe and Johnny Graettinger of Estuary.

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00:57:27

162: Accelerating Enterprise AI Transformation With...

The Data Stack Show ·

2023/11/01

Highlights from this week’s conversation include:The potential of AI-driven applications (1:34)The need for hardware infrastructure in AI experimentation (2:40)Oligopoly on the closed side (11:50)Advantages of private side vs. open source (13:18)Leveraging valuable data within enterprises (16:00)The urgency of adopting LLMs in the enterprise (24:02)Expansion of LLMs into new business verticals (25:06)The challenges of operationalizing LLMs (29:32)Seamless experience with OpenAI

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00:03:36

The PRQL: How LLMs are Transforming Enterprise...

The Data Stack Show ·

2023/10/30

In this bonus episode, Eric and Kostas preview their upcoming conversation with Mark Huang of Gradient.

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01:21:05

161: The Intersection of Generative AI and Data...

The Data Stack Show ·

2023/10/25

Highlights from this week’s conversation include:Chang’s background and journey with Pandas (6:26)The persisting challenges in data collection and preparation (10:37)The resistance to change in using Python for data workflows (13:05)AI hype and its impact (14:09)The success and evolution of Pandas as a data framework (20:04)The vision for a next-generation data infrastructure (26:48]LanceDB's file and table format (34:35)Trade-Offs in Lance Format (42:45)Introducing the Vector Database (46:30)The

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00:04:43

The PRQL: How Did Pandas Become a Data Science...

The Data Stack Show ·

2023/10/23

In this bonus episode, Eric and Kostas preview their upcoming conversation with Chang She of Eto Labs.

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01:05:42

160: Closing the Gap Between Dev Teams and Data Teams...

The Data Stack Show ·

2023/10/18

Highlights from this week’s conversation include:Santona’s journey from nuclear physics to data science (4:59)The appeal of startups and wearing multiple hats (8:12)The challenge of pseudoscience in the news (10:24)Approaching data with creativity and rigor (13:22)Challenges and differences in data workflows (14:39)Schema Evolution and Quality Problems (27:01)Real-time Data Monitoring and Anomaly Detection (30:34)The importance of data as a business differentiator (35:48)The SQL job creation process

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00:05:47

The PRQL: The Intersection of Physics, Data Science,...

The Data Stack Show ·

2023/10/16

In this bonus episode, Eric and Kostas preview their upcoming conversation with Santona Tuli of Upsolver.

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01:08:48

159: What Is a Vector Database? Featuring Bob van...

The Data Stack Show ·

2023/10/11

Highlights from this week’s conversation include:How music impacted Bob’s data journey (3:16)Music’s relationship with creativity and innovation (11:38)The genesis of Weaviate and the idea of vector databases (14:09)The joy of creation (19:02)OLAP Databases (22:21)The progression of complexity in databases (24:31)Vector database (29:23)Scaling suboptimal algorithms (34:34)The future of vector space representation (35:51)Databases role in different industries (39:14)The brute force approach to

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00:05:10

The PRQL: Enhancing Search and Recommendation Systems...

The Data Stack Show ·

2023/10/09

In this bonus conversation, Eric and Kostas preview their upcoming conversation with Bob van Luijt of Weaviate.

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01:02:18

158: The Orchestration Layer as the Data Platform...

The Data Stack Show ·

2023/10/04

Highlights from this week’s conversation include:Nick’s background and journey in data (2:28)Founding Dagster Labs (7:50)The evolution of data engineering (12:32)Fragmentation in data infrastructure (15:04)The role of orchestration in data platforms (19:53)The importance of operational tools for data pipelines (25:01)Lessons learned from working with GraphQL (26:19)The role of the orchestrator in data engineering (34:51)The boundaries between data infrastructure and product engineering

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00:03:29

The PRQL: The Power of Data Orchestration: A...

The Data Stack Show ·

2023/10/02

In this bonus episode, Eric and Kostas preview their upcoming conversation with Nick Schrock of Dagster Labs.

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01:03:57

157: From Search Engine to Answer Engine Using...

The Data Stack Show ·

2023/09/27

Highlights from this week’s conversation include:Amr’s extensive background in data (3:23)The evolution of neural networks (9:21)The role of supervised learning in AI (11:17)Explaining Vectara (13:07)Papers that laid the foundation for AI (15:02)Contextualized translation and personalization (20:07)Ease of use and answer-based search (25:01)AI and potential liabilities (35:54)Minimizing difficulties in large language models (36:43)The process of extracting documents in multidimensional space

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499 results

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