Mathematics for machine learning
Calculus for ML
Derivatives, partial derivatives, and the chain rule — the gradient toolkit.
5 lessons
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Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Derivatives as slopes
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Lesson 2 of 5
Partial derivatives
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Lesson 3 of 5
Chain rule (intuition)
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Lesson 4 of 5
Limits and continuity for ML
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Lesson 5 of 5
Derivative rules toolkit