If you know the basics PCA you probably know that PCA is computationally extensive. This article gives an intuition behind all the extensive mathematical calculation behind PCA. Let’s dive deep.

A simple way of computing PCA of a matrix X is to compute the eigenvalue decomposition of its covariance matrix…