Super Data Science: ML & AI Podcast with Jon Krohn 699: The Modern Data Stack, with Harry Glaser
Jul 25, 2023
Guest Harry Glaser and host Jon Krohn delve into the modern data stack, automating ML model deployment, and widening access to data analysis. They discuss tools like Snowflake and Redshift, CI/CD practices, and the importance of monitoring models with BI tools like Looker and Tableau.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 2min
Integrating Machine Learning Models into the Modern Data Stack
02:00 • 10min
Exploring IDEs, Model Deployment, and Version Control Challenges for Data Scientists
11:43 • 4min
Effective Version Control and Model Deployment for Data Scientists
15:17 • 14min
Exploring Mathematical Foundations and Snowflake's Capabilities
29:26 • 2min
The Importance of Deploying ML Models in Products and Monitoring Performance
31:19 • 17min
Exploring Tools and Techniques for Modern Data Science
47:58 • 3min