This repository contains my coursework using R Studio to utilize a variety of supervised machine learning algorithims. The current contents of this repo are as follows:
Regression Modeling:
- Data Cleaning -> Linear Regression
- Non-Linear Regression (Polynomial & GAM)
- LOOCV & LASSO Regression
Classification Modeling:
- Decision Trees and Ensemble Learning (Aggregation with Bagging & Boosting)
- K-Nearest Neighbors