Math & Statistics
The linear algebra, calculus, probability and statistics behind machine learning, explained visually.
Beginner
Start here. No background needed beyond school maths.
Course
Beginner
↗ External site
Khan Academy: Linear Algebra
Vectors, matrices, transformations and eigenvectors explained step by step with worked examples.
Khan Academy
Course
Beginner
↗ External site
Khan Academy: Statistics and Probability
Self-paced lessons and practice on data displays, distributions, probability, sampling and significance tests.
Khan Academy