Professional-Machine-Learning-Engineer Exam Dumps | You have trained a deep neural network model on Google Cloud. The model has low loss on the training

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Question 14/25

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 dat a. You want the model to be resilient to overfitting. Which strategy should you use when retraining the model?

A. Run a hyperparameter tuning job on Al Platform to optimize for the L2 regularization and dropout parameters

B. Apply a 12 regularization parameter of 0.4, and decrease the learning rate by a factor of 10.

C. Apply a dropout parameter of 0 2, and decrease the learning rate by a factor of 10

D. Run a hyperparameter tuning job on Al Platform to optimize for the learning rate, and increase the number of neurons by a factor of 2.

Correct Answer: D

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