Slides: [pdf] [Powerpoint]
- Introduction: [YouTube] [DB Video] (6 minutes)
- Principal Components: [YouTube] [DB Video] (15 minutes)
- Exercise 1 of the in class exercises
- Approximation Error of PCA: [YouTube] [DB Video] (24 minutes)
- Exercise 2 of the in class exercises
- Computing the PCA via the SVD: [YouTube] [DB Video] (14 minutes)
- Exercise 3 of the in class exercises
- Eigen-Faces Demo: [YouTube] [DB Video] (25 minutes)