ABOUT THIS COURSE

This course is designed to teach participants how to build generative AI applications that use language models to chat with your users and create, deploy, and manage intelligent AI agents using Azure AI Foundry. Students will learn to integrate advanced AI capabilities through agents into scalable, customizable solutions.

AUDIENCE PROFILE

This course is designed for developers, data scientists, and IT professionals who want to build intelligent AI-driven solutions in Azure. It is ideal for individuals with a basic understanding of programming and cloud technologies looking to enhance their skills in creating scalable and interactive AI agents for business or personal projects.

PREREQUISITES

Before starting this module, you should be familiar with fundamental AI concepts and services in Azure. You should also have programming experience.

COURSE OUTLINE

Learning Path 1: Develop Generative AI Apps in Azure

Generative Artificial Intelligence (AI) is becoming more accessible through comprehensive development platforms like Azure AI Foundry. Learn how to build generative AI applications that use language models to chat with your users.

Modules

• Plan and prepare to develop AI solutions on Azure
• Choose and deploy models from the model catalog in Azure AI Foundry portal
• Develop an AI app with the Azure AI Foundry SDK
• Get started with prmpt flow to develop laguage model apps in the Azure AI Foundry
• Develop a RAG-based solution with your own data using Azure AI Foundry
• Fine-tune a language model with Azure AI Foundry
• Implement a responsible generative AI solution in Azure AI Foundry
• Evaluate generative AI performance in Azure AI Foundry portal

Learning Path 2: Develop AI Agents on Azure

Generative Artificial Intelligence (AI) is becoming more functional and accessible, and AI agents are a key component of this evolution. This learning path will help you understand the AI agents, including when to use them and how to build them, using Azure AI Foundry Agent Service and Semantic Kernel Agent Framework. By the end of this learning path, you will have the skills needed to develop AI agents on Azure.

Modules

• Get started with AI agent development on Azure
• Develop an AI agent with Azure AI Foundry Agent Service
• Integrate custom tools into your agent
• Develop a multi-agent solution with Azure AI Foundry Agent Service
• Integrate MCP Tools with Azure AI Agents
• Develop an AI agent with Semantic Kernel
• Orchestrate a multi-agent solution using Semantic Kernel
• Discover Azure AI Agents with A2A