Designing and Implementing an Azure AI Solution (legacy) — Question 50

You are developing the workflow for an Azure Machine Learning solution. The solution must retrieve data from the following on-premises sources:
Windows Server 2016 File servers

Microsoft SQL Server databases -

Oracle databases -
Which of the following actions should you take?

Answer options

• A. Make use of Azure Data Factory to retrieve the data.
• B. Make use of Azure Databricks to retrieve the data.
• C. Make use of Azure Stream Analytics to retrieve the data.
• D. Make use of Azure Synapse Analytics to retrieve the data.

Correct answer: A

Explanation

The correct answer is A because Azure Data Factory is specifically designed for data integration and can connect to on-premises data sources effectively. The other options, while powerful, are not primarily focused on data retrieval from on-premises sources; Azure Databricks is more about big data processing, Azure Stream Analytics is for real-time data stream processing, and Azure Synapse Analytics combines big data and data warehousing functionalities.