Slides: [pdf] [Powerpoint]
- Motivating Example: Diagnosing Breast Cancer [YouTube] [DB Video] (12 minutes)
- In-Class Exercise: Complete in-class exercise in breast cancer demo notebook
- Linear Classifiers: [YouTube] [DB Video] (15 minutes)
- In-Class Exercise: Question 1 in in class exercise notebook
- Linear Regression: [YouTube] [DB Video] (19 minutes)
- In-Class Exercise: Question 2 in in class exercise notebook
- Fitting Classifiers: [YouTube] [DB Video] (18 minutes)
- In-Class Exercise: Question 3 in in class exercise notebook
- Return to the Breast Cancer Example: [YouTube] [DB Video] (10 minutes)
- In-Class Exercise: Question 4 in in class exercise notebook