Questions and Solutions are provided accordingly.
- Linear Regression
- Subset Selection
- Logistic Regression
- PCA
- LDA, QDA, RDA
- Lasso and Ridge Regression
- Support Vector Machine
- Decision Trees
- CART (Random Forest, Boosting, Bagging, XGBoost)
- Articial Neural Netowrk