Develop AI cloud solutions on Azure (AI-200)

Implement container application hosting on Azure

• Module 1: Store and manage containers in Azure Container Registry

• Module 2: Deploy containers to Azure App Service

Deploy and manage apps on Azure Container Apps

• Module 1: Deploy containers to Azure Container Apps

• Module 2: Manage containers in Azure Container Apps

• Module 3: Scale containers in Azure Container Apps

Deploy and monitor apps on Azure Kubernetes Service

• Module 1: Deploy and verify apps on Azure Kubernetes Service

• Module 2: Configure apps on Azure Kubernetes Service

• Module 3: Monitor and troubleshoot apps on Azure Kubernetes Service

Develop AI solutions with Azure Cosmos DB for NoSQL

• Module 1: Build queries for Azure Cosmos DB for NoSQL

• Module 2: Implement vector search with Azure Cosmos DB for NoSQL

• Module 3: Optimize query performance for Azure Cosmos DB for NoSQL

Develop AI solutions with Azure Database for PostgreSQL

• Module 1: Build and query with Azure Database for PostgreSQL

• Module 2: Implement vector search with Azure Database for PostgreSQL

• Module 3: Optimize performance, indexing, and scaling for Azure Database for PostgreSQL

Enhance AI solutions with Azure Managed Redis

• Module 1: Implement data operations in Azure Managed Redis

• Module 2: Stream and Coordinate Events in Azure Redis

• Module 3:Implement vector storage in Azure Managed Redis

Integrate backend services for AI solutions

• Module 1: Queue and process AI operations with Azure Service Bus

• Module 2: Develop event-driven AI workflows with Azure Event Grid

• Module 3: Build serverless AI backends with Azure Functions

Manage application secrets and configuration for AI solutions

• Module 1: Manage app secrets with Azure Key Vault

• Module 2: Manage application settings with Azure App Configuration

Observe and troubleshoot apps on Azure

• Module 1: Instrument an app with OpenTelemetry

• Module 2: Analyze app telemetry with logs and metrics