Why is regularisation done in Machine Learning?

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

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