7min chapter

The Joe Reis Show cover image

Toby Mao - SQLMesh, Simplifying Data Transformations, and more

The Joe Reis Show

CHAPTER

Data Transformations and Modeling Best Practices

The chapter delves into anti-patterns in data transformations, focusing on the dangers of denormalizing data too soon and creating overly wide tables through excessive table joining. It emphasizes the importance of separating data until necessary and highlights the complexities of data modeling in modern data stacks. The conversation also explores optimizing data accessibility for business analysts, certifying core data tables, and the challenges of data usability and analytics over time.

00:00

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode