Regression and Ax = b: Over- and under-determined systems
29:11
Optimization as the cornerstone of regression
48:26
Applied Linear Algebra: Solvability & Regularization
24:23
The Pareto front and Lex Parsimoniae
23:42
Feature Selection and Data Mining
44:36
Lecture: The Singular Value Decomposition (SVD)
25:51
Classic Curve Fitting
27:58
Robust, Interpretable Statistical Models: Sparse Regression with the LASSO
30:41