Machine Learning Engineer Question:

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Tell us what kind of problems does regularization solve?

Machine Learning Engineer Interview Question
Machine Learning Engineer Interview Question

Answer:

Regularization is used to address overfitting problems as it penalizes the loss function by adding a multiple of an L1 (LASSO) or an L2 (Ridge) norm of your weights vector w.

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