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Exercises for Chapter 5

Topics

PCA

Implement a version of PCA, then compare it to scikit-learn
Dig back through WTB data prep and make an exercise out of the crime data PCA

LDA

Repeat exercise from part 1 with LDA

Kernel PCA

Create a moon-shaped dataset
Try PCA/LDA on it: how does it perform?
Use kernel PCA and compare results