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Maths foundations

Linear algebra

Vectors, matrices, eigenvalues and least squares. Essential for machine learning and graphics.

About 40 hours of study.

Where to learn it

Read
Mathematics for Machine Learning

Deisenroth, Faisal, Ong

Chapters 2–4

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Watch
Linear Algebra (MIT 18.06)

Gilbert Strang

Video lectures, in order

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Before and after

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Linear algebra