Linear Models · Lesson 4

Choosing a model: AIC, BIC, ridge, lasso and KNN

Comes with the full course. Three lessons are free.

• A tour of Exam SRM
• Test error, bias and variance, and cross-validation
• Time series: random walks, AR(1) and smoothing