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In this video we are going to talk about a topic from nonlinear optimization called Gradient Descent (or Gradient Ascent if you want ...

This video lecture gives an overview for solving nonlinear optimization problems (a.k.a. nonlinear programming, NLP) problems.

A gentle and visual introduction to the topic of Convex Optimization. (1/3) This video is the first of a series of three. The plan is as ...