While Model Trains

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

Are Pop Lyrics Getting More Repetitive?

Colin Morris

A fascinating visual essay that utilizes the Lempel-Ziv algorithm (which powers GIFs, PNGs, and most archive formats) to analyze if pop songs are becoming more repetitive.

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Your first recurrent neural network (RNN)

Rodrigo Girão Serrão

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

Read it!

Evolution of ML Fact Store

Vivek Kaushal

How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.

Read it!