Question 1
You are creating a new Azure Machine Learning workspace for an MLOps team. Which Azure resource is automatically provisioned as a dependency when you create a Machine Learning workspace?
Correct Answer:
Azure Container Registry, Azure Storage account, Azure Key Vault, and Application Insights
Question 2
An MLOps engineer needs to register an external Azure Blob Storage container as a datastore in an Azure Machine Learning workspace. Which authentication method is recommended for production workloads following least-privilege principles?
Correct Answer:
Workspace managed identity with RBAC role on the storage account
Question 3
Which Azure Machine Learning compute type is most cost-effective for a long-running training job that requires GPUs and scales out across multiple nodes?
Correct Answer:
Compute cluster
Question 4
You want to deploy an Azure Machine Learning workspace and its dependent resources using infrastructure as code. According to the AI-300 study guide, which two technologies should you use?
Correct Answer:
Bicep and Azure CLI
Question 5
Which GitHub Actions trigger should an MLOps engineer use to retrain a model whenever new training data is committed to a specific folder in the repository?
Correct Answer:
push with a paths filter targeting the data folder
Question 1
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About this Exam

Prepare with the AI-300 Practice Questions - Microsoft Certified Azure MLOps Engineer Associate (AI-300) Exam practice quiz. This question bank includes 100 questions covering azure, learning, machine, model, and foundry. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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AI-300 Practice Questions - Microsoft Certified Azure MLOps Engineer Associate (AI-300) Exam

This practice set contains 100 questions from the matching question bank and focuses on azure, learning, machine, model, and foundry. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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