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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: Jaded Takes on Data Linkedin Jul 29, 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.

199: How To Use Data Analytics and AI To Increase Profitability With Smarter Procurement, Featuring Cameron Jagoe of ProcureVue Jul 24, 2024

Show notes

Highlights from this week’s conversation include:

Cameron's Background and Journey in Data (1:49)
Running a Bakery (3:03)
Applying Analytics to Bakery Operations (7:07)
Reevaluating Business Operations (18:08)
Optimizing for Profitability (19:09)
Working at Newell Rubbermaid (20:11)
Value Engineering Projects (22:11)
Starting a Center of Excellence (24:53)
Productizing the Approach (29:48)
Tech Stack for Data Analysis (31:40)
Data Cleaning and Classification (35:16)
Market Build and Pricing Accuracy (37:13)
The AI Tool as a Pointy Stick (38:20)
Sourcing and Sales as Two Sides of the Coin (41:04)
Challenges with Parsing Data (44:06)
Personal Journey and Company Success (46:44)
Final thoughts and takeaways (47:45)

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: Better Analytics, Smarter Purchasing, and Improved Profitability with Cameron Jagoe of ProcureVue Jul 22, 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.

198: Building AI Search and Customer-Enabled Fine-Tuning with Jesse Clark of Marqo.ai Jul 17, 2024

Show notes

Highlights from this week’s conversation include:

Jesse’s background and work in data (0:35)
E-commerce Application for Search (1:23)
Ph.D. in Physics Experience Then Working in Data (2:27)
Early Machine Learning Journey (4:35)
Machine Learning at Stitch Fix (7:28)
Machine Learning at Amazon (10:39)
Myths and Realities of AI (13:49)
Bolt-On AI vs. Native AI (17:26)
Overview of Marqo (19:46)
Product launch and fine-tuning models (23:02)
Importance of data quality (25:38)
The power of machine learning in search (32:02)
Future of domain-specific knowledge and product data (34:08)
Unstructured data and AI (37:19)
Technical aspects of Marqo's system (39:42)
Challenges of vector search (43:27)
Evolution of search technology (48:15)
Future of search interfaces (50:43)
Final thoughts and takeaways (51:53)

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: Exploring the Evolution of AI and ML in E-commerce Search Optimization with Jesse Clark of Marqo.ai Jul 15, 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.

197: Deep Dive: How to Build AI Features and Why it is So Dang Hard with Barry McCardle of Hex Jul 10, 2024

Show notes

Highlights from this week’s conversation include:

Overview of Hex and its Purpose (0:51)
Discussion on AI and Data Collaboration (1:42)
Product Updates in Hex (2:14)
Challenges of Building AI Features (13:29)
Magic Features and AI Context (15:22)
Chatbots and UI (17:31)
Benchmarking AI Models (19:06)
AI as a Judge Pattern (23:32)
Challenges in AI Development (25:31)
AI in Production and Product Integration (28:43)
Difficulties in AI Feature Prediction (33:38)
Deterministic template selection and AI model uncertainty (36:21)
Infrastructure for AI experimentation and evaluation (40:11)
Consolidation and competition in the data stack industry (42:27)
Data gravity, integration, and market dynamics (47:12)
Enterprise adoption and the bundling and unbundling of platforms (51:03)
The open source databases and the middle ground (53:18)
Building successful open source businesses (57:00)
The fun approach to product launch video (1:01:14)
Final thoughts and takeaways (01:03:15)

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: Why is Building Great AI Features so Hard? Featuring Barry McCardel of Hex Jul 08, 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.

196: Why Big Query Was a Big Deal, Observability AI, and How AI is Like a Guy at the Bar, Featuring David Wynn of Edge Delta Jul 03, 2024

Show notes

Highlights from this week’s conversation include:

David’s Background and Career (0:49)
Econometrics Work at UPS (3:14)
Challenges with Time Series Data and Tools (7:15)
Working at Google Cloud (11:28)
BigQuery's Significance (13:51)
Comparison of Data Warehouse Products (17:23)
Learning different cloud platforms (20:17)
Coherence in GCP (23:04)
Observability and data analysis (32:44)
Support for Iceberg format in BigQuery (36:31)
AI in Observability (40:25)
AI's Role in Observability (43:39)
AI and Mental Models (46:04)
Final thoughts and takeaways (48:32)

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: Google Cloud Deep Dive and Observability AI with David Wynn of Edge Delta Jul 01, 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.

195: Supply Chain Data Stacks and Snowflake Optimization Pro Tips with Jeff Skoldberg of Green Mountain Data Solutions Jun 26, 2024

Show notes

Highlights from this week’s conversation include:

Jeff's Background and Transition to Independent Consulting (0:03)
Working at Keurig and Business Model Changes (2:16)
Tech Stack Evolution and SAP HANA Implementation (7:33)
Adoption of Tableau and Data Pipelines (11:21)
Supply Chain Analytics and Timeless Data Modeling (15:49)
Impact of Cloud Computing on Cost Optimization (18:35)
Challenges of Managing Variable Costs (20:59)
Democratization of Data and Cost Impact (23:52)
Quality of Fivetran Connectors (27:29)
Data Ingestion and Cost Awareness (29:44)
Virtual Warehouse Cost Management (31:22)
Auto-Scaling and Performance Optimization (33:09)
Cost-Saving Frameworks for Business Problems (38:19)
Dashboard Frameworks (40:53)
Increasing Dashboards (43:29)
Final thoughts and takeaways (46:28)

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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