## Homework

Homework 1: Google's search engine.

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Homework 2: Revision and Matlab.

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Homework 3: SVD and PCA.

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Homework 4: Least squares and ridge.

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

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Kernel regression example:

Files for motion capture question:

Files for medical diagnosis question:

Homework 6: K-means and EM.

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The file for question 1 is:

The files for question 2 are:

Homework 7: Probabilistic graphical models:

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