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Shrinkage: Ridge and Lasso

Trading a little bias for a large variance reduction, and the geometric reason the L1 penalty produces exact zeros where L2 does not.

IntermediateModule 325 min · 120 XP
Ridge asymptoting toward zero while lasso crosses it and is held there, and then the same fact drawn as a disc without corners against a diamond with them.

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