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

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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.

Sample Questions

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?
Azure Container Registry, Azure Storage account, Azure Key Vault, and Application Insights
Azure SQL Database and Azure Functions
Azure Cosmos DB and Azure API Management
Azure Synapse Analytics and Azure Data Factory
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?
Account key stored in the datastore configuration
Workspace managed identity with RBAC role on the storage account
SAS token stored in plain text
Anonymous public access
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?
Compute instance
Serverless compute (managed compute)
Compute cluster
Attached Synapse Spark pool
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?
Terraform and PowerShell DSC
Bicep and Azure CLI
ARM templates only
Pulumi and kubectl
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?
schedule with a cron expression
workflow_dispatch only
push with a paths filter targeting the data folder
release event

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Additional Information

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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Frequently Asked Questions

This quiz contains a total of 100 practice questions carefully selected to test your knowledge on this subject.
Yes, you will have exactly 0 minutes to complete the exam. A countdown timer will be visible once you start.
Yes, you can retake this practice test as many times as you need. The questions and options may be randomized on subsequent attempts to ensure comprehensive learning.

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