Google Professional Machine Learning Engineer
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You are responsible for managing a machine learning model deployed on a Vertex AI endpoint. Recently, the Vertex AI Model Monitoring job in production triggered an alert indicating a training-serving skew. In response, you retrained the model using more recent training data and redeployed it to the endpoint. However, the same skew alert persists. What should you do to address this issue?
A
Update the model monitoring job to use a lower sampling rate.
B
Update the model monitoring job to use the more recent training data that was used to retrain the model.
C
Temporarily disable the alert. Enable the alert again after a sufficient amount of new production traffic has passed through the Vertex AI endpoint.
D
Temporarily disable the alert until the model can be retrained again on newer training data. Retrain the model again after a sufficient amount of new production traffic has passed through the Vertex AI endpoint.