Last updated: | Permalink

Week 12 - Linear Models 2 & 3

Learning Objectives:

• Regularized Least Squares: Ridge
• Regularized Least Squares: LASSO
• Feature Selection

Lessons:

• Linear Models 2 Slides
• Linear Models 3 Slides

Important Dates:

• Homework 7 due Wednesday, Apr 10, 11:59pm

Additional Readings:

• Linear Models 2
  • ISL sec. 6.1-6.2

Resources

• Likelihood function for logistic regression
• Cross-Entropy loss function and Bernoulli Distribution MLE