How long does it take to read the AI-200 notes?

About 3 hours of reading in total (190 minutes across 10 lessons), spread over 4 exam domains. Most people spread that across a couple of weeks alongside practice questions rather than reading it in one sitting.

Do the notes cover the whole AI-200 exam guide?

They are written against the official Microsoft Azure exam guide for the AI-200: every domain and every topic in the blueprint has notes mapped to it, and the weightings shown on this page are the ones Microsoft Azure publishes.

Are revision notes enough to pass the AI-200 on their own?

Reading alone rarely is. The notes give you the model of how the services fit together, but the AI-200 tests whether you can apply it to a scenario under time pressure. Pair the notes with practice questions and at least one full-length timed mock before you book the real exam.

Do I need to read them in order?

No. Each lesson is self-contained and mapped to one topic in the blueprint, so you can jump straight to a weak area. If you have no cloud background, working down the domains in weight order is the safest default.

AI-200 revision

AI-200 study guide — free revision notes

The complete Microsoft Certified: Azure AI Cloud Developer Associate study library — 10 lessons mapped to every domain and topic in the official exam guide. Free to read, no account needed.

Lessons: 10
across 4 domains
Reading time: 3 hrs
190 minutes in total
Exam: 50 Qs
120 min · pass 700 / 1000
Price: Free
no account required

Cheat sheet

Implement container application hosting

AI-200 Container Hosting: Azure Container Registry, ACR Tasks and App Service Containers21 min

Implement container-orchestrated solutions

AI-200 Container Apps and AKS: Revisions, KEDA Scaling, Manifests and Troubleshooting20 min

Create a free account to track completed lessons, bookmark topics and see your exam readiness. · Pro lessons unlock with a one-time upgrade.

The AI-200 blueprint, domain by domain

Microsoft Azure publishes exactly what the AI-200 tests and how much each part is worth. Here it is — every domain, its weight, the topics inside it, and the lessons that cover them.

Domain 1

Develop containerized solutions on Azure

24%

of the exam

Building and storing images with Azure Container Registry and ACR Tasks, hosting containers on App Service, and running orchestrated workloads on Azure Container Apps (revisions, KEDA scaling) and AKS (manifests, logs, connectivity). Official weighting 20–25%.

2 topics in this domain

Implement container application hosting
Implement container-orchestrated solutions

2 lessons · 41 min of reading · 96 practice questionsStart this domain

Domain 2

Develop AI solutions by using Azure data management services

28%

of the exam

The data layer of AI apps: Azure Cosmos DB for NoSQL (SDK queries, RUs, indexing, consistency, vector search, change feed), Azure Database for PostgreSQL (schemas, pgvector indexing, compute sizing, RAG with metadata filters, connections) and Azure Managed Redis (caching and vector indexing). Official weighting 25–30%.

4 topics in this domain

Develop AI solutions by using Azure Cosmos DB for NoSQL
PostgreSQL connections, schemas and data types
PostgreSQL pgvector indexing, compute and vector search
Integrate Azure Managed Redis in AI solutions

4 lessons · 72 min of reading · 112 practice questionsStart this domain

Domain 3

Connect to and consume Azure services

24%

of the exam

Messaging and serverless: Azure Service Bus queues, topics, subscriptions and dead-lettering, Azure Event Grid filters, custom events and retries, and Azure Functions triggers, bindings, configuration and deployment. Official weighting 20–25%.

2 topics in this domain

Develop event- and message-based AI solutions
Develop and implement Azure Functions

2 lessons · 38 min of reading · 96 practice questionsStart this domain

Domain 4

Secure, monitor, and troubleshoot Azure solutions

24%

of the exam

Securing secrets with Azure Key Vault (rotation, retrieval) and configuration with Azure App Configuration, tracing distributed systems with OpenTelemetry SDKs, and analysing logs and metrics with KQL. Official weighting 20–25%.

2 topics in this domain

Implement secure Azure solutions
Monitor and troubleshoot Azure solutions

2 lessons · 39 min of reading · 96 practice questionsStart this domain

How to revise for the AI-200

Reading every note front to back is the slowest way to pass. The exam is weighted, so your revision should be too — the blueprint above tells you exactly where the marks are.

Read in weight order, not page order

Develop AI solutions by using Azure data management services carries the most marks on the AI-200, so it earns the most of your attention. Work down the blueprint from the heaviest domain to the lightest rather than starting at domain 1 and grinding forward.

First pass for coverage, second pass for recall

Read each lesson once without stopping to memorise — you are building a map, not a memory. On the second pass, read only the "what's tested" and key-takeaway blocks. If a takeaway surprises you, that lesson goes back on the pile.

Turn takeaways into questions

Cover a lesson's key takeaways and try to say them out loud from the heading alone. Recall you can produce under your own steam is the only recall that survives a timed exam; recognition on a re-read is not the same thing.

Stop reading when practice, not the page count, says so

Finishing the notes is not the goal — scoring is. Move to AI-200 practice questions early, then come back to the exact lessons your wrong answers point at. That loop is worth far more than a third read-through.

Beyond the AI-200 notes

AI-200 revision notes: your questions

Yes. All 10 AI-200 lessons are readable in full without an account and without payment. Creating a free account adds progress tracking, bookmarks and a readiness score — it does not unlock extra reading.

Source

Exam structure, domain weights and scoring on this page come from the official AI-200 exam guide.

Microsoft AI-200 study guide — Microsoft Learn