Containers and Kubernetes Courses
Explore Containers and Kubernetes courses with AI-powered instruction and hands-on labs.
AI-200: Developing AI Cloud Solutions on Azure for Python Developers
Build production-ready Python AI back-ends on Azure across 12 hands-on labs: containers (ACR, App Service, Container Apps, AKS), data services with vector search (Cosmos DB, PostgreSQL pgvector, Managed Redis), eventing (Service Bus, Event Grid, Functions), and security + observability (Key Vault, App Configuration, OpenTelemetry, KQL). Capstone integrates everything into the Northwind Logistics back-end. Prepares you for Microsoft Exam AI-200.
Azure Kubernetes Service
Run production Kubernetes on Azure — AKS clusters, networking, RBAC, monitoring, autoscaling, and GitOps with Flux v2.
Azure Container Apps
Deploy serverless microservices with Azure Container Apps — scaling rules, Dapr integration, managed identity, and blue/green deployments.
Azure Container Registry and Container Instances
Manage container images with ACR and run serverless containers with ACI — ACR Tasks, image scanning, container groups, and CI/CD.
Kubernetes Fundamentals
Master container orchestration with Kubernetes — pods, deployments, services, storage, ingress, and Helm.
Multi-Container Applications with Docker Compose
Orchestrate multi-service apps with Docker Compose — networking, volumes, health checks, and production patterns.
Container Fundamentals with Docker
Learn Docker from first principles — images, Dockerfiles, networking, volumes, and multi-stage builds.