Slides: [pdf] [Powerpoint]
- Learning Objectives and Pre-requisites [YouTube] [Dropbox Video] (2 minutes)
- Motivating Example: Tracking Blood Glucose Levels [YouTube] [Video] (12 minutes)
- Exercise 1: [Question] [Soln]
- Multiple Linear Regression Models: [YouTube] [Dropbox Video] (9 minutes)
- Exercise 2: [Question] [Soln]
- Least Squares Solutions: [YouTube] [Dropbox Video] (10 minutes)
- Proof of the LS Formula [YouTube] [Dropbox Video] (13 minutes)
- Exercise 3: [Question] [Soln]
- Computing Solutions in Python: [YouTube] [Dropbox Video] (10 minutes)
- Exercise 4: [Question] [Soln]
- Extensions: [YouTube] [Dropbox Video] (20 minutes)
- End of unit in-class exercise: [Notebook]. Solutions will be uploaded to class website.