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AI-103 Plan And Manage AN Azure AI Solution Practice Question

You are provisioning a multi-service Azure AI resource using an Azure Resource Manager (ARM) template. Which resource type should you specify in the template for a generic multi-service cognitive services account?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

Microsoft.CognitiveServices/accounts

The standard resource type for a multi-service Cognitive Services account in ARM templates is 'Microsoft.CognitiveServices/accounts'.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✗
Microsoft.AI/cognitiveServices
Why it's wrong here
This is an invalid resource provider namespace.
✗
Microsoft.CognitiveServices/projects
Why it's wrong here
Projects is not the correct resource type structure for multi-service account creation.
✗
Microsoft.MachineLearningServices/workspaces
Why it's wrong here
Microsoft.MachineLearningServices/workspaces is used for provisioning Azure Machine Learning workspaces, not cognitive services.
✓
Microsoft.CognitiveServices/accounts
Why this is correct
Microsoft.CognitiveServices/accounts is the correct resource provider type for provisioning AI services in ARM or Bicep templates.

About these practice questions

This AI-103 question is part of Courseiva's 510-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

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This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.