AI-200 Objective Breakdown: What to Know Before You Start Studying
Break down the AI-200 skills measured list into practical study areas and understand where to spend your preparation time.
The AI-200 skills measured list is short enough to look simple, but each domain contains several implementation decisions. A strong study plan starts by turning the objectives into practical questions: What would I build? Which Azure service would I choose? How would I secure it? How would I troubleshoot it when it fails?
Develop containerized solutions on Azure
This domain covers container application hosting and container-orchestrated solutions. You should know how Azure Container Registry stores and manages images, how ACR Tasks can build images, and how App Service can run containerized APIs. You should also understand Azure Container Apps revisions, environment configuration, ingress, secrets, and KEDA event-driven scaling.
AKS appears in the objectives too, so do not stop at Container Apps. Be able to recognize when Kubernetes manifests, services, logs, events, and network checks are part of the answer.
Develop AI solutions with Azure data services
This is the largest weighted area. Cosmos DB for NoSQL matters for SDK access, query performance, request units, indexing policies, vector search, semantic retrieval, and change feed processing. Azure Database for PostgreSQL matters for relational schemas, pgvector, indexing strategies, compute sizing, storage sizing, connection optimization, and metadata-filtered retrieval.
Azure Managed Redis appears as more than a cache. You should know cache operations, expiration, invalidation, and vector indexing. If you are preparing for AI-200, build a simple retrieval flow and ask yourself where each service fits.
Connect to and consume Azure services
This domain is about back-end integration. Service Bus is useful for queueing, topics, subscriptions, dead-letter handling, and asynchronous processing. Event Grid is useful for event-driven workflows, filters, retries, and custom events. Azure Functions is useful for serverless APIs, triggers, bindings, and deployment configuration.
Expect questions to test service selection. If the requirement is durable command processing, Service Bus is often the better fit. If the requirement is event notification to multiple subscribers, Event Grid may be the right answer.
Secure, monitor, and troubleshoot Azure solutions
Security and observability are not final-week extras. AI-200 includes Key Vault, App Configuration, OpenTelemetry, and KQL. You should know how managed identity avoids embedded secrets, how App Configuration centralizes non-secret settings, how traces follow requests across services, and how KQL can summarize failures or latency.
Use the ExamStudyApp AI-200 practice exam after each objective block. Objective-linked practice makes the breakdown actionable: you can see whether your container answers are strong while your data-service answers still need work.
