Principal Component Analysis | Chapter 2: The Actual Workings of PCA
This is Chapter 2 of a three-part series which explains how PCA works. In this post, we go deep into the mathematical explanation in an effort to build our intuition for PCA.
Principal Component Analysis | Chapter 1: Understanding PCA
This is Chapter 1 of a three-part series which explains how PCA works. In this post, explain how PCA works in a higher level to build intuition using logic and visuals.
First-Order Differential Equations | Section 1: An Introduction
This is this first post of a full series which discusses First-Order Differential Equations. In this section, we give a simple example in an attempt to explain what ODE’s are, then we talk a little bit about Mathematical Modeling.