While Model Trains

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

Why is machine learning 'hard'?

S. Zayd Enam

"The difficulty is that machine learning is a fundamentally hard debugging problem. Debugging for machine learning happens in two cases: 1) your algorithm doesn't work or 2) your algorithm doesn't work well enough."

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How to calculate shapley values from scratch

Tobias Sterbak

Understanding Shapley value by implementing it from scratch.

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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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