QuestionQ38

Implement generative AI quality assurance and observability

You create an Azure Machine Learning workspace and train an MLflow-formatted regression model using structured tabular data.

You must assess the model by using a Responsible AI dashboard.

You need to generate the Responsible AI dashboard by using the Azure Machine Learning studio UI.

What should you do first?

  • A Register the model with the workspace.
  • B Create the model explanations.
  • C Convert the model from the MLflow format to a custom format.
  • D Deploy the model to a managed online endpoint.
Explanation

The Azure Machine Learning studio no-code workflow for generating Responsible AI insights starts by registering the model in the workspace. The dashboard is created from the registered model’s details; explainability can be selected as a dashboard component, while format conversion and managed online deployment are not prerequisites.

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