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What is batch normalization? What is dropout?

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  • What is batch normalization? What is dropout?
  • How would you define batch normalization and dropout within the context of machine learning?
  • What does batch normalization aim to achieve, and how does dropout function in model training?
  • Could you describe the purposes of batch normalization and dropout in deep learning models?
  • What are the roles of batch normalization and dropout in training deep neural networks?
  • How do batch normalization and dropout contribute to neural network optimization?
  • What are batch normalization and dropout, and why are they important in neural networks?
  • How do batch normalization and dropout techniques improve neural network performance?
  • What is the significance of batch normalization and dropout in the machine learning domain?
  • Can you elucidate what batch normalization is and the concept of dropout in neural networks?
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Interview question asked to Data Scientists interviewing at Redfin, McAfee, DeliveryHero and others: What is batch normalization? What is dropout?.