ML Knowledge

Why is regularisation done in Machine Learning?

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Why is regularisation done in Machine Learning?
Can you elucidate the purpose of regularization in machine learning models?
What is the rationale behind the application of regularization in machine learning?
Why do we implement regularization techniques in machine learning?
Could you explain why regularization is important in machine learning algorithms?
What's the objective of employing regularization in machine learning practices?
How does regularization contribute to machine learning models?
In what situations is regularization applied within machine learning, and why?
Can you discuss the role of regularization in the context of machine learning?
Why is it necessary to use regularization methods in machine learning?
What is the significance of regularization in the training of machine learning models?

Interview question asked to candidates interviewing at top companies: Why is regularisation done in Machine Learning?.