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Machine Learning Resources

‘Regularization’ Interview Questions

What is Regularization?

What does L1 regularization (Lasso) mean?

What does L2 regularization (Ridge) mean?

When to use Ridge Regression vs Lasso?

How would you perform feature selection using Lasso?

What is Elastic-net? Why is it better in comparison to Ridge and Lasso?

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