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Explain how ridge regression improves numerical stability. ( For any values of X and any lambda > 0 , is it possible to have

Explain how ridge regression improves numerical stability. (For any values of X and any
\lambda >0, is it possible to have more than one solution for w? Explain why or why not.)

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