These files are related to a blog post on Principal Component Analysis. It has three parts.
Different parts of the blog can be accessed from following links.
- Part-I: Basic Theory of PCA
- Part-II: PCA Implementation with and without using built-in functions
- Part-III: Reproducing results of a published paper on PCA
Refer the links for further details.