Exam AI-200 Developing AI Cloud Solutions on Azure
AzureAI-200
By Indeep Sidhu
Updated Oct 3, 2026
PDF · 191.3 KB
This guide teaches every skill listed in the official AI-200 outline, with working Python, CLI, YAML, SQL and KQL
examples and a set of original exam-style questions after each topic. It is an independent study aid and is not
produced, endorsed or approved by Microsoft. Microsoft, Azure and related names are trademarks of Microsoft
Corporation.
examples and a set of original exam-style questions after each topic. It is an independent study aid and is not
produced, endorsed or approved by Microsoft. Microsoft, Azure and related names are trademarks of Microsoft
Corporation.
What's inside
12 sections- Exam Overview and Study Strategy
- Exam facts
- Skills measured and weights
- How to use each chapter
- Suggested 8-week plan
- Azure Container Registry and App Service Containers
- Azure Container Registry basics
- ACR Tasks
- Deploying containers to Azure App Service
- Practice questions: Chapter 1
- Azure Container Apps and KEDA
- Core concepts
- Secrets and environment variables
- Revision management
- Event-driven scaling with KEDA
- Practice questions: Chapter 2
- Azure Kubernetes Service (AKS)
- Connecting and deploying
- Manifest files
- Troubleshooting
- Practice questions: Chapter 3
- Azure Cosmos DB for NoSQL
- Connecting and querying with the Python SDK
- RUs, indexing policy and consistency
- Vector search in Cosmos DB
- Change feed and the change feed processor
- Practice questions: Chapter 4
- Azure Database for PostgreSQL and pgvector
- Enabling pgvector and connecting
- Schema design
- Distance operators and index types
- Compute, memory and storage
- Connection optimisation
- RAG pattern on PostgreSQL
- Practice questions: Chapter 5
- Azure Managed Redis
- What it is
- Caching, expiration and invalidation
- Vector indexing and similarity search
- Choosing a vector store
- Practice questions: Chapter 6
- Azure Service Bus and Azure Event Grid
- Messages versus events
- Azure Service Bus
- Azure Event Grid
- Practice questions: Chapter 7
- Azure Functions
- Triggers and bindings
- Hosting plans
- Configure and deploy
- Practice questions: Chapter 8
- Azure Key Vault and Azure App Configuration
- Azure Key Vault
- Azure App Configuration
- Practice questions: Chapter 9
- OpenTelemetry, Azure Monitor and KQL
- Observability building blocks
- OpenTelemetry with Azure Monitor
- KQL essentials
- Practice questions: Chapter 10
- Final Review, Cheat Sheet and Exam Day
- Big picture: reference architecture
- Decision tables the exam loves
- Numbers and defaults to remember
- Common wrong-answer patterns
- Exam-day checklist
- Where to verify the latest details