Linear algebra

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3 resources

Essence of linear algebra
▶ YouTube ⬡ Website Video series Problem sets & exercises

Essence of linear algebra

Grant Sanderson (3Blue1Brown) · 3Blue1Brown

A visuals-first tour of linear algebra core concepts, from vectors to eigenvalues.

Difficulty: beginner
Linear Algebra - Khan Academy
⬡ Website Video series Problem sets & exercises

Linear Algebra - Khan Academy

Sal Khan · Khan Academy

Step-by-step video lessons with practice problems covering vectors to eigenvalues.

Difficulty: beginner
Mathematics for Machine Learning
⬡ Website Textbook Problem sets & exercises

Mathematics for Machine Learning

Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong. · Cambridge University Press

Difficulty: intermediate