Machine Learning, Tutorial, Dimensionality Reduction, Deep Learning, Python.
the Principal Component Analysis (PCA) algorithm used to compress a dataset onto a lower-dimensional feature subspace with the goal of maintaining most of the relevant information. We will explore: The concepts and mathematics behind PCA How to execute PCA step-by-step from scratch using Python How