The Joe Reis Show

Toby Mao - SQLMesh, Simplifying Data Transformations, and more

Apr 3, 2024
Guest
Toby Mao
Toby Mao, Founder of SQL Mesh, talks about simplifying data transformations. He discusses experimentation best practices, data tools, driving cars, and much more.
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Episode notes
1
Introduction
00:00 • 2min
2
Evolution of Data Transformation and Open Source Tools
01:47 • 12min
3
Transforming Data with SQL Mesh for Enhanced Observability
13:56 • 5min
4
Discussion on Lazy Evaluation, Airflow State Tracking, and Python Models in Data Transformations
19:22 • 2min
5
Data Transformations and Modeling Best Practices
21:36 • 7min
6
Experimentation and Data Processing in Large-scale Testing at Airbnb
28:38 • 10min
7
Simplifying Data Transformations with SQL Mesh and Evolution of Modern Data Stack
38:12 • 14min
8
Integration of LLMs and Car Preferences
52:04 • 4min