Google Exam Professional Machine Learning Engineer Topic 7 Question 17 Discussion

Actual exam question for Google's Professional Machine Learning Engineer exam

Question #: 17
Topic #: 7

[All Professional Machine Learning Engineer Questions]

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?

AApply a dropout parameter of 0 2, and decrease the learning rate by a factor of 10

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

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

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

Show Suggested Answer

Suggested Answer: D

by Junita at May 05, 2022, 05:41 PM

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