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Barry Van Veen
Least-Squares Problems, Linear Algebra, and Machine Learning
4,075 views
10 items
Last updated on Nov 14, 2020
public playlist
Barry Van Veen
12:03
Linear Independence and Rank in Learning
Barry Van Veen
12:57
Uniqueness of Solutions to Learning Problems
Barry Van Veen
12:48
Subspaces in Machine Learning
Barry Van Veen
15:10
Representing Data with Bases
Barry Van Veen
11:33
Approximate Solutions, Norms, and the Least-Squares Problem
Barry Van Veen
17:01
Solving the Least-Squares Problem Using Geometry
Barry Van Veen
18:03
Solving the Least Squares Problem Using Gradients
Barry Van Veen
19:18
Geometry of the Squared Error Surface
Barry Van Veen
14:48
Complexity, Overfitting, and Cross Validation
Barry Van Veen
21:09
Regularization and Ridge Regression for Supervised Learning