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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From both sides now: the math of linear regression

Katherine Bailey

A journey starting from the standard formulation of linear regression, moving on to the probabilistic approach, and then progressing to Bayesian linear regression.

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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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