Slides at https://ubc-cs.github.io/cpsc340/lect...

Notebook at https://github.com/UBC-CS/cpsc340/blo...

Camera operated by Tanner Johnson. Content based on original course materials created by Mark Schmidt.

0:00 recap
3:05 latent factor models
5:10 PCA demo
20:15 VQ vs. PCA
27:20 PCA notation
32:10 matrix factorization
34:50 map examples
39:30 least squares vs. PCA
44:00 PCA applications
48:50 summary