Math & Statistics

The linear algebra, calculus, probability and statistics behind machine learning, explained visually.

All 40 Videos 33 Documents 1 Books 3 Courses 3

All levels Beginner Advanced Expert

Advanced

Once the basics are comfortable.

Course Advanced ↗ External site

Mathematics for Machine Learning Specialization

Linear algebra, multivariate calculus and PCA taught specifically for machine learning. Free to audit on Coursera.

Imperial College London (Coursera)

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