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ML Model Lifecycle And OperationseasyMultiple ChoiceObjective-mapped

AI-300 ML Model Lifecycle And Operations Practice Question

A model is exhibiting data drift. You have created a drift monitor. What is the next step to automate the retraining?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Configure an Event Grid subscription to trigger a pipeline.

After creating a monitor, you set up an 'Event Grid' subscription to notify an Azure Function or Logic App to trigger the pipeline.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Update the dataset version.

    Why it's wrong here

    Updating the dataset does not automatically trigger the pipeline.

  • Manually restart the compute cluster.

    Why it's wrong here

    This does not run the pipeline code.

  • Configure an Event Grid subscription to trigger a pipeline.

    Why this is correct

    This bridges the monitor alert to the execution logic.

  • Create a 'RetrainingTrigger' in the model registry.

    Why it's wrong here

    There is no such resource as a 'RetrainingTrigger'.

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

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