Microsoft Azure AI Engineer Associate AI-102 Practice Question
You manage an Azure AI Foundry Service resource that hosts a production model. Several data scientists need to design Azure Monitor workbooks and explore platform metrics for the resource, but they must not be able to view or regenerate the resource's API keys or change any configuration. Which built-in Azure role should you assign to each data scientist at the resource scope?
Cognitive Services Data Reader at the Azure AI Foundry Service scope
Cognitive Services Contributor at the resource-group scope
Cognitive Services User at the Azure AI Foundry Service scope
Monitoring Reader at the Azure AI Foundry Service scope
Monitoring Reader grants read-only access to all monitoring data, including metrics and the ability to create private workbooks. The role includes only */read control-plane actions and therefore does not permit operations such as Microsoft.CognitiveServices/accounts/listkeys/action that would expose or rotate the resource keys. Cognitive Services User and Cognitive Services Contributor both include the list-keys action, while Cognitive Services Data Reader can read Cognitive Services data but cannot access Azure Monitor metrics or workbooks. Therefore, Monitoring Reader best meets the requirement.
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Microsoft Azure AI Engineer Associate AI-102
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