introml

Online class

Unit 5. LASSO and Regularization Online Material

Slides: [pdf] [Powerpoint]

• Motivating Example: Predicting Housing Prices [YouTube] [DB Video] (21 minutes)
  • Exercise 1: [Question] [Soln]
• Regularization: [YouTube] [DB Video] (19 minutes)
  • Exercise 2: [Question] [Soln]
• Predicting House Prices with LASSO: [YouTube] [DB Video] (18 minutes)
• End of unit in-class exercise: [Notebook]. Solutions will be uploaded to class website.

https://youtu.be/GoelkqRVHdE