Mathematics for machine learning
Vectors and vector spaces
From a list of numbers to span, basis, and inner product spaces.
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
Vector spaces and subspaces
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Lesson 2 of 5
Linear independence
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Lesson 3 of 5
Basis and dimension
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Lesson 4 of 5
Inner product spaces
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Lesson 5 of 5
Orthogonal vectors