ML Knowledge

What is batch normalization? What is dropout?

Data Scientist

Amazon

thredUP

Pluralsight

Rackspace

Dollar Shave Club

Venmo

Try Free AI Interview

Google

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Strategy

Meta

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Sense

Meta

Engineering Manager

Prepare for success with realistic, role-specific interview simulations.

System Design

Amazon

Data Scientist

Prepare for success with realistic, role-specific interview simulations.

Behavioral

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?

Interview question asked to Data Scientists interviewing at Redfin, McAfee, DeliveryHero and others: What is batch normalization? What is dropout?.