Principal Component Analysis (PCA) - Step by Step

A step-by-step by hand principal component analysis on a toy dataset with visualizations. Covariance Matrix: Eigen Decomposition: ----------------------------- Recommended to read along: Deep Learning An MIT Press book Ian Goodfellow and Yoshua Bengio and Aaron Courville Slides made in: Microsoft PowerPoint Plot: