Machine Learning

A (not that) Simple Least Squares Regression

Overview of the math behind an Ordinary Least Squares method, and what is needed to be taken into consideration when fitting a regression line.

How do CART models work

Overview of how classification and regression trees work behind the scenes using binary classification example.

ROC Curve Simulation

ASL Hand Gestures Recognition