Google Exam Professional Machine Learning Engineer Topic 9 Question 10 Discussion

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

Question #: 10
Topic #: 9

[All Professional Machine Learning Engineer Questions]

Your team trained and tested a DNN regression model with good results. Six months after deployment, the model is performing poorly due to a change in the distribution of the input dat

a. How should you address the input differences in production?

ACreate alerts to monitor for skew, and retrain the model.

BPerform feature selection on the model, and retrain the model with fewer features

CRetrain the model, and select an L2 regularization parameter with a hyperparameter tuning service

DPerform feature selection on the model, and retrain the model on a monthly basis with fewer features

Show Suggested Answer

Suggested Answer: C

by Myra at May 03, 2022, 11:26 AM

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