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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #1
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #1: Real Exam Question with Answer & Explanation
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Submitted by rania.sa· Apr 18, 2026Monitoring, optimizing, and maintaining ML solutions
Question
You have deployed multiple versions of an image classification model on AI Platform. You want to monitor the performance of the model versions over time. How should you perform this comparison?
Options
- ACompare the loss performance for each model on a held-out dataset.
- BCompare the loss performance for each model on the validation data.
- CCompare the receiver operating characteristic (ROC) curve for each model using the What-If
- DCompare the mean average precision across the models using the Continuous Evaluation
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Topics
#Model Monitoring#Image Classification Metrics#Continuous Evaluation#Deployed Model Comparison