introml

Online class

Unit 4. Model Order Selection Online Material

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.