Slides: [pdf] [Powerpoint]
- Motivating Example: What Degree to Use in Polynomial Fitting? [YouTube] [DB Video] (13 minutes)
- Exercise 1: [Question] [Soln]
- Modeling and Analysis Framework: [YouTube] [DB Video] (17 minutes)
- Exercise 2: [Question] [Soln]
- Bias and Variance: [[YouTube]] (https://youtu.be/65uyGgDlEcg) [DB Video] (15 minutes)
- Exercise 3: [Question] [Soln]
- Cross-Validation: [YouTube] [DB Video] (21 minutes)
- End of unit in-class exercise: [Notebook]. Solutions will be uploaded to class website.