Course Material

Notes

 

Ch00_introduction

Ch01_R_introduction

Ch02_model_building

Ch03_Linear_Regression

Ch04_Classification

Ch05_Nonparametric_Regression

Ch06_Support_Vector_Machine

Ch07_Tree_Based_Methods

Ch08_Deep_Learning