Homework 1: Google's search engine.
Homework 2: Revision and Matlab.
Homework 3: SVD and PCA.
Homework 4: Least squares and ridge.
Homework 5: PCA and kernel regression for motion capture and SVMs for medical classification.
Kernel regression example:
Files for motion capture question:
Files for medical diagnosis question:
Homework 6: K-means and EM.
The file for question 1 is:
The files for question 2 are:
Homework 7: Probabilistic graphical models: