While Model Trains

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

Data science preflight checklist.

Alex Molas

A list of safety checks to perform before starting a new data science project.

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Effective testing for machine learning systems.

Jeremy Jordan

"Effective testing for machine learning systems requires both a traditional software testing suite (for model development infrastructure) and a model testing suite (for trained models)."

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The Simpsons by the Data

Todd W. Schneider

An analysis of the first 27 seasons of The Simpsons, featuring great plots and memes. The analysis covers the most significant side characters, the presence of a pattern of patriarchy, declining TV ratings, and highlights some of the most relevant sentences.

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