Linear Regression overview 0:09:30 - 0:19:50
Linear Regression housing example setup 0:19:50 - 0:34:16
Vector multiplication doubts 0:35:08 - 0:47:10
Linear Regression least squares loss and solution 0:47:26 - 1:04:55
Linear Regression link between least squares and projections 1:05:00 - 1:26:04
Analysing the linear regression solution 1:26:20 - 1:38:00
Working through linear regession numerical example 1:38:15 - 1:54:57
Polynomial regression setup 1:55:00 - 2:00:30
Polynomial regression example 2:00:31 - 2:16:48
Eigenvalues and eigenvectors 2:16:59 - 2:33:45
Eigenvalues and eigenvectors working example 2:34:02 - 2:51:54
Eigenvalues and eigenvectors properties 2:52:03 - 2:57:53
