Designing and Implementing a Data Science Solution on Azure — Question 85

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

You must use a Responsible AI dashboard to access the model.

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

What should you do first?

Answer options

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

Correct answer: B

Explanation

The first step to generate a Responsible AI dashboard in Azure Machine Learning is to register the model with the workspace, as this integrates the model into the Azure ecosystem. Deployment or creating model explanations cannot be performed until the model is registered, and converting the model format is unnecessary in this context.