Dimensionality reduction with PCA: from basic ideas to full derivation.
In this article, we’ll build some intuition about dimensionality reduction and PCA on a simple example, then sort out the math behind it and derive the algorithm for a general case.
Published in
11 min readApr 13, 2020
