Best AI Tutor For Microsoft Certified: Azure AI Cloud Developer Associate (AI-200)

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Microsoft Certified: Azure AI Cloud Developer Associate (AI-200) Syllabus

Develop Containerized Solutions on Azure

Covers building, storing, and deploying container images across App Service, Container Apps, and AKS, with event-driven scaling.

25%
Weight
13
Questions
25
Marks

Azure Container Registry

  • Building, Storing, Versioning Container Images
  • ACR Tasks for Automated Image Builds

Deployment Targets

  • Deploying Containers to Azure App Service (env vars, secrets)
  • Azure Container Apps: Environment Configuration and Revision Management
  • Event-Driven Scaling with KEDA in Container Apps
  • Deploying to AKS via Manifest Files

Develop AI Solutions by Using Azure Data Management Services

The largest domain on AI-200 — covers Cosmos DB, PostgreSQL with pgvector, and Azure Managed Redis, with a strong focus on vector storage and retrieval for AI applications.

28%
Weight
14
Questions
28
Marks

Cosmos DB for AI Workloads

  • Connecting via SDK
  • Indexing Policy Tuning
  • Consistency Levels
  • Storing and Querying Vector Embeddings
  • Change Feed Processing

PostgreSQL and Redis for Vector Search

  • Azure Database for PostgreSQL with pgvector
  • Metadata-Filtered RAG Queries
  • Azure Managed Redis Caching (expiration/invalidation)
  • Redis Vector Indexing for Similarity Search

Connect to and Consume Azure Services

Covers messaging, eventing, and integration patterns for AI-powered applications.

22%
Weight
11
Questions
22
Marks

Messaging and Eventing

  • Azure Service Bus (queues, topics, sessions)
  • Azure Event Grid (event-driven architectures)
  • Azure Functions Triggers and Bindings

Secure, Monitor, and Troubleshoot AI Solutions

Covers secrets management, configuration, and observability for production AI systems.

25%
Weight
12
Questions
25
Marks

Secrets and Configuration

  • Azure Key Vault
  • Azure App Configuration
  • Managed Identities

Observability

  • OpenTelemetry Integration
  • KQL for Log Analysis
  • Application Insights / Azure Monitor
  • Distributed Tracing for AI Pipelines

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I need help understanding Develop Containerized Solutions on Azure

Smart Flash Cards

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Timed Exams

Simulate real exam conditions with timed practice tests

  • Exam-like environment
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Practice Tests

Comprehensive question bank with detailed explanations

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  • Interactive diagrams
  • Topic relationships

Track Your Progress

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Learning Progress

Develop Containerized Solutions on Azure 85%
Develop AI Solutions by Using Azure Data Management Services 92%

Practice Test Scores

95%
Latest Score
Above passing threshold

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