gradient descent & loss functions
23:54
Gradient Descent, Step-by-Step
40:08
The Most Important Algorithm in Machine Learning
11:04
Intro to Gradient Descent || Optimizing High-Dimensional Equations
3:34
The Unreasonable Effectiveness of Stochastic Gradient Descent (in 3 minutes)
6:50
The Mathematical Genius Behind the Blockchain
21:58
The Karush–Kuhn–Tucker (KKT) Conditions and the Interior Point Method for Convex Optimization
9:35
Conjugate Gradient Method
55:02