23. Accelerating Gradient Descent (Use Momentum)
53:34
24. Linear Programming and Two-Person Games
15:52
Optimization for Deep Learning (Momentum, RMSprop, AdaGrad, Adam)
53:03
25. Stochastic Gradient Descent
8:54
Germany’s Far-Right Comeback | NYT Opinion
1:15:47
Accelerating Stochastic Gradient Descent
52:44
22. Gradient Descent: Downhill to a Minimum
49:51
9. Four Ways to Solve Least Squares Problems
27:49