Introduction to Machine Learning

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


PCA and Dimension Reduction

Advanced (Optional) Material

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