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