ITEC 621: Predictive Analytics

R Environment Overview

Week 1: Linear Algebra in R

Week 2: The Analytics Cycle in R

Week 3: Least Squares Regression

Week 4: Preprocessing and Transformations

Week 5: Cross-Validation

Week 6: Variable Selection

Week 7: Non-Linear Models

Week 8: Classification Models

Week 9: Decision Trees