Designing and Implementing a Data Science Solution on Azure — Question 120

You create an Azure Machine Learning workspace named workspaces. You create a Python SDK v2 notebook to perform custom model training in workspaces.

You need to run the notebook from Azure Machine Learning Studio in workspaces.

What should you provision first?

Answer options

• A. default storage account
• B. real-time endpoint
• C. Azure Machine Learning compute cluster
• D. Azure Machine Learning compute instance

Correct answer: D

Explanation

The correct answer is D, as an Azure Machine Learning compute instance is required to run Jupyter notebooks in Azure Machine Learning Studio. The other options, while important for different functionalities, do not provide the necessary environment to execute the notebook directly.