AI-200 Labs

Microsoft Learn

Note

Microsoft Learn Sandboxes require you to bring in your own subscription.

Deploy and use Azure Container Registry

Deploy a containerized backend API to Container Apps

Deploy applications to Azure Kubernetes Service

Scale the node count in an Azure Kubernetes Service cluster

Connect to Azure Cosmos DB for NoSQL with the SDK

Build a semantic search application with Azure Cosmos DB for NoSQL

Optimize an Azure Cosmos DB for NoSQL container's index policy

Process Azure Cosmos DB for NoSQL data using Azure Functions

Implement vector search on Azure Database for PostgreSQL

Implement semantic search in Azure Managed Redis

Perform data operations in Azure Managed Redis

Process messages with Azure Service Bus

Publish and receive events with Azure Event Grid

Create an MCP server with Azure Functions

Manage secrets with Azure Key Vault

Retrieve settings and secrets from Azure App Configuration

Instrument an app with the OpenTelemetry SDK

Microsoft GitHub

Deploy a containerized backend API to Container AppsDeploy a container image from Azure Container Registry to Azure Container Apps using a managed identity.

Diagnose and fix a failing deploymentTroubleshoot Azure Container Apps by diagnosing missing environment variables and ingress misconfigurations.

Configure autoscaling for an API using KEDAConfigure KEDA-based autoscaling in Azure Container Apps using HTTP concurrency triggers.

Build and run a container image with ACR TasksUse Azure Container Registry Tasks to build and manage container images entirely in the cloud.

Deploy an AI inference API to Azure Kubernetes ServiceCreate Kubernetes deployment and service manifests to deploy an AI inference API container to AKS.

Troubleshoot apps on Azure Kubernetes ServiceDiagnose and resolve common Kubernetes issues including label mismatches and CrashLoopBackOff errors.

Build an agent tool backend on Azure Database for PostgreSQLBuild persistent memory storage for AI agents using Azure Database for PostgreSQL.

Build a RAG document store on Azure Cosmos DB for NoSQLBuild a document storage backend for retrieval-augmented generation using Azure Cosmos DB for NoSQL.

Publish and subscribe to events in Azure Managed RedisBuild a Flask web app that implements pub/sub messaging patterns in Azure Managed Redis.

Query logs with KQLQuery requests, exceptions, and dependencies using KQL in Application Insights.