Learning the Machine Learning, in a Human-friendly Way

Demystifying Principal Component Analysis (PCA): A Beginner's Guide with Intuitive Examples & Illustrations

In this post, let us understand

  • What is Principal Component Analysis (PCA)
  • When to use it and what are the advantages
  • How to perform PCA in Python with an example