Can Azure Machine Learning train models using data that is stored on-premises?

Direct Answer (Verified)Reviewed by Sunny (Senior Cloud Engineer)

Correct Answer: Yes, by using 'Datastores' and 'Datasets' that point to on-premises resources reachable via VPN or ExpressRoute

Datastores provide an abstraction that allows your ML scripts to access data regardless of where it is physically located....

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Real Exam ScenarioAzure Machine Learning

Can Azure Machine Learning train models using data that is stored on-premises?

โœ“ Correct Answer & ExplanationAzure Machine Learning

Correct Answer

Yes, by using 'Datastores' and 'Datasets' that point to on-premises resources reachable via VPN or ExpressRoute

Why This Answer Is Correct

Datastores provide an abstraction that allows your ML scripts to access data regardless of where it is physically located.

๐Ÿ“š What This Question Tests

This question evaluates your knowledge of Azure Machine Learning โ€” a core concept tested in Microsoft Certified: Azure Administrator Associate (AZ-104). Understanding Azure Machine Learning is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.