Designing and Implementing a Data Science Solution on Azure — Question 66

You create a training pipeline by using the Azure Machine Learning designer.

You need to load data into a machine learning pipeline by using the Import Data component.

Which two data sources could you use? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Answer options

• A. Azure SQL Database
• B. Registered dataset
• C. URL via HTTP
• D. Azure Blob storage container through a registered datastore
• E. Azure Data Lake Storage Gen2

Correct answer: C, D

Explanation

The correct answers are C and D because the Import Data component allows you to load data from a URL via HTTP and from an Azure Blob storage container that is linked through a registered datastore. Other options, such as Azure SQL Database and Registered dataset, are not supported directly by this component for loading data in this context.