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Convex Optimization 

Here I list some of the useful resources related to the theory of optimization

Math Formulas

Strongly Convex

Equivalent conditions and useful results on strong convexity 

Math Exercises

Lipschitz Continuity 

Equivalent conditions for Lipschitz continuous gradient

Teacher Writing a Formula on a Blackboard

Convex Programs

Basics of various convex optimization problems

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