While Model Trains

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

Your first recurrent neural network (RNN)

Rodrigo Girão Serrão

A hands-on introduction to Recurrent Neural Networks in PyTorch.

Read it!

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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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.

Read it!