AI-200 practice test
Microsoft Azure AI Cloud Developer Associate
100 practice questions, spread across the exam's topics the same way Microsoft weights them, each with a full explanation and a link to the official documentation that proves the answer. Written by a Microsoft Certified Trainer who does this work for a living.
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What is inside
Every area the exam tests
Our questions are spread the same way Microsoft weights the exam, so your practice matches the real thing.
Containerised solutions
20 to 25%Building, storing, versioning and managing images in Container Registry and building them with its tasks, deploying containers to App Service with environment variables and secrets, Container Apps with environment configuration, revisions and event-driven scaling, Kubernetes deployments from manifests, and troubleshooting both by reading logs, events and connectivity.
24 questionsData services for AI
25 to 30%Cosmos DB for NoSQL through the SDK, request units, indexing policies and consistency, vector search and the change feed; Azure Database for PostgreSQL with schema and indexing design, pgvector, sizing for vector workloads, retrieval-augmented generation with metadata filters and connection pooling; and Azure Managed Redis for caching, expiry, invalidation and vector indexing.
29 questionsConnecting Azure services
20 to 25%Service Bus for back-end work including queues, topics, subscriptions and dead-lettering, Event Grid for event-driven workflows with filters, custom events and retries, and Azure Functions for serverless APIs: triggers, bindings, configuration and deployment.
24 questionsSecurity, monitoring and troubleshooting
20 to 25%Securing secrets in Key Vault including rotation and retrieval, holding application configuration in App Configuration, tracing distributed systems with OpenTelemetry, and writing the queries that turn the resulting logs and metrics into an answer.
23 questionsHow you will use it
Practise the way that suits you
- Learn as you go. Answer, read why straight away, then move on. No clock, no pressure.
- Or sit it timed. A clock, no answers until the end, and two minutes a question, so you learn to pace yourself.
- Score by topic. See which area let you down instead of one number out of a hundred.
- Go back over it. Read every question again afterwards, right and wrong, with the full explanation.
Is it for you
Who takes AI-200
Developers building applications that call AI services
It is about the application around the model rather than about the model.
People implementing retrieval over their own data
Nearly a third of it is vectors, embeddings and retrieval across three data services.
Azure developers moving onto AI work
Containers, messaging, Functions, Key Vault and tracing are the familiar half of the exam.
Also worth doing
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See the questions before you pay
10 AI-200 questions with full explanations, so you can judge the quality yourself.
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