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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #342

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #342: Real Exam Question with Answer & Explanation

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Submitted by yuriko_h· Apr 18, 2026Monitoring, optimizing, and maintaining ML solutions

Question

You are creating a retraining policy for a customer churn prediction model deployed in Vertex AI. New training data is added weekly. You want to implement a model retraining process that minimizes cost and effort. What should you do?

Options

  • ARetrain the model when a significant shift in the distribution of customer attributes is detected in
  • BRetrain the model when the model's latency increases by 10% due to increased traffic.
  • CRetrain the model when the model accuracy drops by 10% on the new training dataset.
  • DRetrain the model every week when new training data is available.

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Topics

#Model Retraining#Data Drift Detection#MLOps#Model Monitoring
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