Principal Component Analysis

Introduction to Machine Learning - 10-701/15-781


  • Principal Components

  • PCA algorithms

  • Applications

    • Eigenfaces

    • Image compression

    • Image denosing

Supplementary material

Slides in PDF


This is unedited video straight from a Lumix GF2 with a 20mm lens which should explain the sound (it doesn't have a dedicated audio input) … But it should help as a supplement with the slides (YouTube typically makes the 1080i version available within 1 week of the upload).