Études for Machine Learning

A collection of scripts and notebooks to practice and spotlight fundamental probabilistic machine learning methods through short and interesting examples.

An étude (a French word meaning study) is an instrumental musical composition, usually short, of considerable difficulty, and designed to provide practice material for perfecting a particular musical skill.

Inspired by Peter Norvig’s pytudes, which was in turn inspired by the book “Etudes for Programmers” by Charles Wetherell (1978).