Mathematics for machine learning
Linear algebra core
Vectors, matrices, and the operations every ML library leans on.
5 lessons
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Lessons in sequence
Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Vectors and dimensions
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Lesson 2 of 5
Matrix–vector products
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Lesson 3 of 5
Norms and similarity
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Lesson 4 of 5
Matrix–matrix multiplication
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Lesson 5 of 5
Linear combinations and span