Principal Component Analysis
23:35
The Mathematics Behind Principal Component Analysis
42:14
The Covariance Matrix
52:23
Low-Rank Models
33:35
Overview of Hypothesis Testing
56:57
Ahmed Bou-Rabee (Courant): Homogenization with critical disorder
1:05:57
RIDGE REGRESSION: WHY REGULARIZATION MITIGATES OVERFITTING
47:04
Linear Regression: Linear Minimum MSE Estimation
37:09