While Model Trains

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

The Four Jobs of the Data Scientist

Roger Peng

For each "Data Analytic Iteration," you need to embody the roles of a scientist, statistician, system engineer, and politician.

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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.

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Recommendations

Simon Hørup Eskildsen

Cool explanation of computational aspects of recommendations avoiding to "get lost in the weeds of linear algebra".

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