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AI-200

Azure AI Cloud Developer Associate Study Guide

A study path for Microsoft Azure AI-200 Practice Exam — what to know before you start, and the order worth doing things in.

Exam at a glance

Length100–120 min (may include labs)
Questions40–60
Passing score700 / 1000
FormatsMultiple choice, drag-and-drop, case studies, possibly labs
Microsoft Learn accessAvailable (split-screen)
RenewalEvery 12 months, free online assessment
PrerequisiteNone

AI-200: exam domains

Dive deep into each exam objective with comprehensive study materials.

20-25%
Develop Containerized Solutions on Azure
Build and store images with Container Registry, host containers on App Service, and deploy and scale them with Container Apps and AKS.
25-30%
Develop AI Solutions Using Azure Data Management Services
Build the data layer for AI apps with Cosmos DB, Azure Database for PostgreSQL, and Azure Managed Redis, including vector storage and retrieval.
20-25%
Connect to and Consume Azure Services
Wire AI back-end services together with Service Bus and Event Grid for messaging, and Azure Functions for serverless APIs.
20-25%
Secure, Monitor, and Troubleshoot Azure Solutions
Protect secrets and configuration with Key Vault and App Configuration, then trace and diagnose production issues with OpenTelemetry and KQL.

Where this exam fits

AI-103 · recommended foundationAI-200AI-500 · Multi-Agent AI Solutions Expert (beta)
Download PDF cheatsheet
Complete AI-200 study guide in PDF format

Prerequisites

No formal prerequisite, but the exam assumes hands-on experience building and deploying cloud applications on Azure. AI-103 is a useful foundation since this exam builds on Foundry basics for the backend and data-management side of AI apps.

Recommended background

  • Containers — Docker images, Container Apps, and AKS basics
  • Azure data services — Cosmos DB, PostgreSQL, and Redis
  • REST APIs and backend integration patterns
  • Secrets and configuration management, plus basic observability

Step-by-step study plan

1
Review the official study guide

Open Microsoft's official skills-measured breakdown and use it as your checklist — it's updated whenever the exam changes.

Official AI-200 study guide
2
Schedule your exam

Pick a date through the official Microsoft certification page and plan your study time backwards from it. Give yourself 2–4 weeks if you already use the tech weekly, 4–8 weeks if you're newer to it.

Exam & scheduling page
3
Go through the official learning path

Complete Microsoft's free, self-paced modules for this exam. Take notes on anything you can't explain simply — that's what to revisit.

Official documentation
4
Get hands-on practice

AI-200 rewards recognizing real scenarios and trade-offs, not memorization. Spin up a free-tier environment and actually try the concepts — model deployment, prompt evaluation, monitoring configs — rather than just reading about them.

5
Benchmark your knowledge

Use FabricPrep's AI-200 practice questions to find weak spots, and sit the timed Shield exam to build comfort with exam-day pacing.

Practice AI-200 now — 60 free questions
6
Take the exam

The day before: review only your weak topics, don't cram new material. On exam day: read each question carefully, eliminate wrong answers first, and watch for wording that implies a constraint (least privilege, cost, performance).

Additional resources

Official AI-200 study guide
The authoritative skills-measured breakdown, updated whenever the exam changes
Implement containerized solutions
Covers Container Registry, Container Apps, and AKS — the largest exam domain
Azure Cosmos DB docs
Canonical reference for the data-management domain
Tech with Jaspal — Weekend Exam Cram: AI-200
One of the few AI-200-specific videos so far, combining concept review with practice questions
Ready to test yourself?

60 realistic AI-200 practice questions with instant feedback and detailed explanations.

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