Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 13

Question

You have trained a deep neural network model on Google Cloud. The model has low loss on the training data, but is performing worse on the validation data. You want the model to be resilient to overfitting. Which strategy should you use when retraining the model?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Run a hyperparameter tuning job on AI Platform to optimize for the L2 regularization and dropout parameters. By spanning multiple Availability Zones / adding redundancy, this option provides the high availability and resilience required.

Google Cloud Professional Machine Learning Engineer PMLE — Question 13