While Model Trains

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

Song Lyrics Across the United States

Julia Silge

An analysis of the frequency of US state names in song lyrics of Billboard's Year-End Hot 100 from 1958 to 2015.

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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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Nitpicking Machine Learning Technical Debt

Matthew McAteer

25 best practices to mitigate technical debt in machine learning.

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