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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

00:04:04

The PRQL: Exploring the Evolution of AI and ML with...

The Data Stack Show ·

2024/02/12

In this bonus episode, Eric and Kostas preview their upcoming conversation with Rishabh Bhargava of refuel.

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00:53:09

176: The Fundamentals of Event-Driven Orchestration...

The Data Stack Show ·

2024/02/07

Highlights from this week’s conversation include:Viren’s background in data (0:39)Evolution of Orchestration (1:52)AI Orchestration (3:00)Understanding Conductor and orkes (6:26)Event-Driven Orchestration (8:10)Viren’s Transition to Founder (12:27)Non-Technical Aspects of Being a Founder (15:50)Democratizing AI for Developers (18:16)The evolution of microservices orchestration (21:56)Challenges in appealing to the 99% developer group (24:32)Value of orchestration for developers (30:31)Role of

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00:04:01

The PRQL: The Evolution of Application Orchestration...

The Data Stack Show ·

2024/02/05

In this bonus episode, Eric and Kostas preview their upcoming conversation with Viren Baraiya of orkes.io.

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01:18:30

175: The Parts, Pieces, and Future of Composable Data...

The Data Stack Show ·

2024/01/31

Highlights from this week’s conversation include:Introduction of the panel (0:05)Defining composable data stack (5:22)Components of a composable data stack (7:49)Challenges and incentives for composable components (10:37)Specialization and modularity in data workloads (13:05)Organic evolution of composable systems (17:50)Efficiency and common layers in data management systems (22:09)The IR and Data Computation (23:00)Components of the Storage Layer (26:16)Decoupling Language and Execution

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00:04:59

The PRQL: Exploring the Evolution, Challenges, and...

The Data Stack Show ·

2024/01/29

In this bonus episode, Eric and Kostas preview their upcoming discussion with a panel of experts as Wes McKinney (Co-Founder, Voltron), Pedro Pedreira Software Engineer, Meta), Chris Riccomini (Seed Investor, various startups), and Ryan Blue (Co-Founder and CEO, Tabular) join the show.

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00:58:14

174: Does Your Data Stack Need a Semantic Layer?...

The Data Stack Show ·

2024/01/24

Highlights from this week’s conversation include:Artyom’s background in the data space (0:32)The growth and changes at Cube (5:58)Pain points of managing metrics definitions across different tools (9:39)Trade-offs between coupled and decoupled semantic layers (12:12)Making a case for implementing a semantic layer (14:17)The evolution of semantic layers (23:28)Challenges in designing a decoupled semantic layer (24:16)Different approaches to solving the interface problem (26:58)Implementing a SQL

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00:03:08

The PRQL: Why is a Semantic Layer Important in the...

The Data Stack Show ·

2024/01/22

In this bonus episode, Eric and Kostas preview their upcoming conversation with Artyom Keydunov of Cube Dev.

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00:46:31

173: Data Analytics Is a Team Sport, Featuring Jay...

The Data Stack Show ·

2024/01/17

Highlights from this week’s conversation include:No Code Analytics (1:22)Analytics as a Team Sport (2:31)The workflow of someone without Alteryx (11:27)Alteryx's ability to handle diverse data sources (14:32)The balance between ease of use and complexity (23:06)Enabling casual end users with a no code interface (24:19)Taking analytics to the data (31:47)The boundaries between data engineers and end users (33:44)The importance of collaboration in analytics (34:12)The potential of every employee being

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00:03:31

The PRQL: Bridging the Gap Between Messy Data and...

The Data Stack Show ·

2024/01/15

In this bonus episode, Eric and Kostas preview their upcoming conversation with Jay Henderson of Alteryx.

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00:56:03

172: How WebAssembly is Enabling the Third Wave of...

The Data Stack Show ·

2024/01/10

Highlights from this week’s conversation include:Matt’s background and journey with Fermyon (2:32)WebAssembly and enhanced security models (3:43)The IOT Startup and Google Acquisition (10:49)Google's Early Containers (11:50)Scaling and anticipating requests (20:22)Introduction to WebAssembly and its importance (23:32)The Benefits of WebAssembly (30:57)Comparison of Virtual Machines, Containers, and Micro VMs (33:12)The Importance of Fast Startup Times in WebAssembly (37:39)Metaphysics and software

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00:04:40

The PRQL: WebAssembly: The Future of Cloud Workloads...

The Data Stack Show ·

2024/01/08

In this bonus episode, Eric and Kostas preview their upcoming conversation with Matt Butcher of Fermyon Technologies.

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00:55:50

171: Machine Learning Pipelines Are Still Data...

The Data Stack Show ·

2024/01/03

Highlights from this week’s conversation include:The role of an orchestrator in the lifecycle of data (1:34)Relevance of orchestration in data pipelines (00:02:45)Changes around data ops and MLOps (3:37)Data Cleaning (11:42)Overview of Dagster (13:50)Assets vs Tasks in Data Pipeline (19:15)Building a Data Pipeline with Dexter (25:40)Difference between Data Asset and Materialized Dataset (28:28)Defining Lineage and Data Assets in Dagster (29:32)The boundaries of software and organizational structures

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00:03:48

The PRQL: Does Machine Learning Need Its Own...

The Data Stack Show ·

2024/01/02

In this bonus episode, Eric and Kostas preview their upcoming conversation with Sandy Ryza of Dagster.

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00:53:43

170: Discussing Data Roles and Solving Data Problems...

The Data Stack Show ·

2023/12/27

Highlights from this week’s conversation include:The evolution of the data scientist role (1:03)Common problems in different companies (2:05)Measuring and curating content on Reddit (4:29)The challenges of working with unstructured content at Reddit and Twitter (11:03)Lessons learned from Reddit and applying them at Twitter (13:17)Data challenges and customer behavior analysis at GlossGenius (20:16)How the data scientist's role has changed over time (00:25:10)The essence of the data

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00:02:36

The PRQL: What is a Data Scientist? Featuring Katie...

The Data Stack Show ·

2023/12/26

In this bonus episode, Eric and Kostas preview their upcoming conversation with Katie Bauer of GlossGenius.

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01:05:54

169: Data Models: From Warehouse to Business Impact...

The Data Stack Show ·

2023/12/20

Highlights from this week’s conversation include:The Evolution of Databases and Data Systems (2:33)Abstracting Data for Business Users (4:31)Building a Database for Google-like Search (7:58)The Big Data Explosion (11:10)Selling Myspace as First Customer (13:14)Starting ActionIQ (16:57)The customer-centric organization (22:46)Transitioning to customer data focus (23:53)Understanding business users' needs (28:30)Supporting Arbitrary Queries and Data Models (34:42)Unique Technical Perspective of

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00:06:28

The PRQL: From Databases to Customer Data Platforms...

The Data Stack Show ·

2023/12/18

In this bonus episode, Eric and Kostas preview their upcoming conversation with Tasso Argyros of ActionIQ.

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00:56:40

168: Decoding Data Mesh: Principles, Practices, and...

The Data Stack Show ·

2023/12/13

Highlights from this week’s conversation include:Defining data mesh (6:37)Addressing the scale of organizational complexity and usage (9:04)The shift from monolithic to microservices (12:24)The sociological structure in data mesh (13:59)Data product generation and sharing in data mesh (17:27)Data Mesh: Simplifying Data Work (24:09)Getting Started with Data Mesh (29:14)Building products for Data Mesh (36:42)Building a customizable and extensible platform to shape data practice (39:28)The

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00:03:01

The PRQL: A Data Mesh Deep Dive with Paolo Platter,...

The Data Stack Show ·

2023/12/11

In this bonus episode, Eric and Kostas preview their upcoming conversation regarding Data Mesh with Paolo Platter, Zhamak Dehghani, and Melissa Logan.

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00:57:04

167: Data-Driven Investing and Company Building with...

The Data Stack Show ·

2023/12/06

Highlights from this week’s conversation include:Ben’s background in real estate (3:27)Why Fundrise was Started (4:37)Democratizing Investment Opportunities (6:35)Investment Thesis for Venture (11:55)Challenges with Data and Technology (12:34)Importance of Data Model Abstraction (20:03)Data Infrastructure and Investments (23:22)Evolution of Data Engineering (25:12)Closing the Tooling Gap (34:23)The user base segmentation (36:28)The emotional reality of investment decisions (40:50)Data inputs for

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