Simulation

Clustering: k-means, k-means ++ and gganimate

Explain and visualize how kmeans and kmeans++ work.

Cross Validation Function for Classifier

Self-define a cross validation function for classifier using R.

Linear Regression Simulation Study

Basic theories, simulation and visualizations of Multiple Linear Regression.