Azure Kubernetes Service (AKS) for AI Agents

About this course

Unlock the power of Azure AI Foundry Agents and AKS to build, deploy, and scale real-world enterprise LLM applications.

This course is your complete guide to designing AI agents using Azure AI Agent Service, integrating Azure AI Foundry, RAG (Retrieval-Augmented Generation), and deploying to production using Azure Kubernetes Service (AKS).

You’ll go beyond theory — through hands-on labs, real-world projects, and architectural blueprints, you'll learn how to deliver scalable, secure, and observable GenAI solutions using modern Azure tools.

Whether you're a developer, data scientist, or cloud architect, this course equips you with the end-to-end skills to move from prototype to production.

What you’ll learn

Implement secure, scalable RAG workflows with vector search and embedded data

Containerize your agents and deploy them on Azure Kubernetes Service (AKS)Learn about AKS Networking, Ingress Controllers, Multi-Container Design Patterns etc.

Who this course is forAI engineers and developers working with LLMs and AzureCloud professionals looking to scale GenAI solutions on Kubernetes

Solution architects designing secure, production-grade AI systems

Anyone looking to master the Azure AI Agent Service + AKS combo

Prerequisites

Basic knowledge of Python and REST APIsFamiliarity with Azure fundamentals

Some understanding and experience with Docker and Containers

Interest or background in AI and LLM-based appl

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