Supervised Machine Learning
k-Nearest Neighbors (kNN)
The Bias-Variance Tradeoff
Train-Test-Holdout
\(k\)-Fold Cross Validation
Regression Modeling (Revised)
Regularization
CART Models
Decision Trees
Regression Trees
Random Forest Models
Neural Networks