Introduction to Principal Component Analysis with Python 3

Introduction to Principal Component Analysis with Python 3 by Gary Drocella is a book that teaches one how to perform principal component analysis with Python 3. The ebook goes over the required mathematics used to perform principal component analysis, which are linear algebra and statistics. It also goes over the algorithm and implementation of principal component analysis. Lastly, the ebook goes over performing principal component analysis on a dataset of images using Python 3.