CS109A
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Preparing for this course
Lecture 12: Estimation of the Regularization Coefficients using CV and comparison
Key Word(s):
ridge
,
lasso
,
hyperparameters
Slides
Ridge & Lasso - Hyperparameters [PDF]
Ridge & Lasso - Hyperparameters [PPTX]
Ridge & Lasso - Comparison [PDF]
Ridge & Lasso - Comparison [PPTX]
Exercises
Lecture 12: 1 - Regularization with Cross-validation [Notebook]
Lecture 12: 2 - Variation of coefficients [Notebook]