Visually Explained: Newton's Method in Optimization
20:53
Newton's method (introduction & example)
21:58
The Karush–Kuhn–Tucker (KKT) Conditions and the Interior Point Method for Convex Optimization
26:06
Newton’s fractal (which Newton knew nothing about)
13:18
Understanding Lagrange Multipliers Visually
32:22
Gradient descent, Newton's method
11:35
What Is Mathematical Optimization?
52:44
22. Gradient Descent: Downhill to a Minimum
31:41