Mathematics for Machine Learning

An interactive course on the math behind machine learning: arithmetic, calculus, linear algebra, probability, statistics, optimization and Python. Every lesson has a figure you can drag and practice that grades itself, in many languages. The Foundations course and a set of sample lessons are free.

Course overview · Choose your way in · Read the first lesson · Pricing

The course app needs JavaScript. The pages above work without it.