Introduction to Machine Learning

10-601B, Fall 2016
School of Computer Science
Carnegie Mellon University

PCA and Dimension Reduction

Advanced (Optional) Material

Slides on kernel PCA, computing the principal components, and ICA

What you should know after

What PCA is and what it is useful for
Both the maximum variance subspace and the minimum reconstruction error viewpoint