While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

Writing Robust Tests for Data & Machine Learning Pipelines

Eugene Yan

An in-depth analysis of why certain types of tests break more frequently than others, along with suggestions for creating more robust pipeline tests.

Read it!

Evolution of ML Fact Store

Vivek Kaushal

How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.

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Mean Squared Terror

Vincent D. Warmerdam

On the risks associated with blindly relying on GridSearch.

Read it!