While Model Trains

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

Unit Testing in Data Science

Jason Ash

A practical example of unit testing a function used to clean data before analysis.

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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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Real-time machine learning: challenges and solutions

Chip Huyen

"Real-time machine learning is largely an infrastructure problem. Solving it will require the data science/ML team and the platform team to work together."

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