Homework 1: Google's search engine. PDF

Homework 2: Revision and Matlab. PDF

Homework 3: SVD and PCA. PDF

Homework 4: Least squares and ridge. PDF

Homework 5: PCA and kernel regression for motion capture and SVMs for medical classification. PDF

Kernel regression example: Files for motion capture question: Files for medical diagnosis question:

Homework 6: K-means and EM. PDF

The file for question 1 is: The files for question 2 are:

Homework 7: Probabilistic graphical models: PDF