Mathematics for machine learning
Numerical linear algebra
Floating point, stability, conditioning, and iterative solvers.
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
Floating-point pitfalls
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Lesson 2 of 5
Numerical stability
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Lesson 3 of 5
Condition numbers
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Lesson 4 of 5
Iterative solvers overview
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Lesson 5 of 5
Preconditioning (intuition)