Mathematics for machine learning
Convex optimization
Convex sets, problems, duality, and the methods that solve them.
5 lessons
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Lesson 1 of 5
Convex sets and convex functions
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Lesson 2 of 5
Convex optimization problems
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Lesson 3 of 5
Lagrangian duality
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Lesson 4 of 5
KKT conditions
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Lesson 5 of 5
Projected gradient methods