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What is the difference between L1 (Lasso) and L2 (Ridge) regularization?

L1 penalizes the absolute magnitude of the coefficients while L2 penalizes the square of the coefficients.

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Card 1 of 197. Answer: L1 penalizes the absolute magnitude of the coefficients while L2 penalizes the square of the coefficients.

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