AI-200

Azure AI Cloud Developer Associate (AI-200)

Design build and implement AI solutions on Azure with focus on back-end services scalable architectures and full development lifecycle. Master Azure SDKs data management and containerized applications.

75 lessons
15 hours
4 modules
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Course Content

4 modules · 75 lessons

Module 1: Develop Containerized Solutions

Develop containerized solutions on Azure including container hosting and orchestration. (20-25% of exam)

Container Application Hosting

Implement container application hosting.

Container Orchestrated Solutions

Implement container orchestrated solutions.

Advanced Container Patterns

Advanced container patterns for AI.

Module 2: Develop AI Solutions with Data Services

Develop AI solutions using Azure data management services including Cosmos DB and PostgreSQL. (25-30% of exam)

Azure Cosmos DB for NoSQL

Develop AI solutions using Cosmos DB.

Azure PostgreSQL for AI

Develop AI solutions using PostgreSQL.

Azure Managed Redis

Integrate Redis in AI solutions.

Azure Blob Storage for AI

Manage blob storage for AI workloads.

Module 3: Connect and Consume Azure Services

Connect to and consume Azure services including messaging and serverless functions. (20-25% of exam)

Event and Message-Based Solutions

Develop event and message-based AI solutions.

Azure Functions

Develop and implement Azure Functions.

Azure Event Hubs

Develop solutions using Azure Event Hubs.

API Management for AI

Implement API Management for AI endpoints.

Durable Functions

Implement Durable Functions for workflows.

Module 4: Secure Monitor Troubleshoot

Secure monitor and troubleshoot Azure solutions including Key Vault and observability. (20-25% of exam)

Secure Azure Solutions

Implement secure Azure solutions.

Monitor and Troubleshoot

Monitor and troubleshoot Azure solutions.

Advanced Security Topics

Advanced security for Azure AI solutions.

Performance Optimization

Optimize Azure AI solution performance.

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