- Introduction
- A Review of Functions
- Creating Functions in R
- Plotting Functions with ggplot
- Polynomials
- Reading in Our Data
- Fitting a Line
- Plotting Points along the Least-Squares Line
- Visualizing the Residuals
- Best Fitting Polynomial of Degree 2
- Best Fitting Polynomial of Degree 3
- Smoothing Splines
- Course wrap-up