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Microsoft AI-300 Exam Dumps

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AI-300 Pack
Vendor: Microsoft
Exam Code: AI-300
Exam Name: Operationalizing Machine Learning and Generative AI Solutions
Exam Questions: 60
Last Updated: August 20, 2026
Related Certifications: Machine Learning Operations (MLOps) Engineer Associate
Exam Tags: Intermediate AI Engineer
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Free Microsoft AI-300 Exam Actual Questions

Question No. 1

A team is deploying machine learning models to a production inference endpoint in Azure Machine Learning.

The team requires a safe way to validate a new model version without disrupting existing users.

You need to recommend a deployment strategy for controlled testing of a new model version.

What should you configure?

Show Answer Hide Answer
Correct Answer: A

Question No. 2

An Azure Machine Learning workspace contains multiple registered versions of a model that is used in production.

An older model version must no longer be deployable, but it must remain available for compliance review and potential rollback.

You need to change the state of the model version to meet the requirements.

What should you do?

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Correct Answer: C

Question No. 3

A company's platform engineers manage the resource settings and governance of Microsoft Foundry.

Developers must be able to create and update project assets but must not be able to change resource-level configurations.

You need to enforce least privilege access for the engineers and developers.

Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. Choose two.

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Correct Answer: A, C

Question No. 4

You have a deployment of an Azure OpenAI Service base model.

You plan to fine-tune the model.

You need to prepare a file that contains training data for multi-turn chat.

Which file encoding method should you use?

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Correct Answer: C

Question No. 5

An organization maintains separate Azure Machine Learning workspaces for development and production.

Both environments must use the same validated assets without duplicating them.

Assets must be shared across workspaces while maintaining centralized governance and version control.

You need to enable reuse of assets across workspaces without copying them.

What should you do?

Show Answer Hide Answer
Correct Answer: D

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