Develop AI agents on Azure (AI-3026)
Course Length: 1 day
Build, deploy & manage intelligent AI agents with Azure AI Foundry. Perfect for developers, data scientists & IT pros seeking scalable AI solutions.

Register or Request Training
- Private class for your team
- Live expert instructor
- Online or on‑location
- Customizable agenda
- Proposal turnaround within 1–2 business days
Course Overview
This course is designed to teach participants how to 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.
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.
Course Benefits
- Understand the fundamentals of AI agents and their applications on Microsoft Azure.
- Gain hands-on experience in developing AI agents using Azure Foundry Agent Service.
- Learn how to extend AI agents by integrating custom tools for enhanced capabilities.
- Build AI agents with Semantic Kernel for more flexible and scalable development.
- Acquire skills to orchestrate multi-agent solutions using the Semantic Kernel SDK.
- Strengthen your ability to design, implement, and manage intelligent agent systems.
- Prepare for real-world AI agent projects by completing practical exercises and assessments.
Delivery Methods
Delivered for your team at your site or online.
Microsoft Certified Partner
Webucator is a Microsoft Certified Partner. This class uses official Microsoft courseware and will be delivered by a Microsoft Certified Trainer (MCT).
Course Outline
- Get started with AI agent development on Azure
- What are AI agents?
- Options for agent development
- Azure AI Foundry Agent Service
- Develop an AI agent with Azure AI Foundry Agent Service
- What is an AI agent
- How to use Azure AI Foundry Agent Service
- Develop agents with the Azure AI Foundry Agent Service
- Integrate custom tools into your agent
- Why use custom tools
- Options for implementing custom tools
- How to integrate custom tools
- Develop a multi-agent solution with Azure AI Foundry Agent Service
- Understand connected agents
- Design a multi-agent solution with connected agents
- Integrate MCP Tools with Azure AI Agents
- Understand MCP tool discovery
- Integrate agent tools using an MCP server and client
- Use Azure AI agents with MCP servers
- Develop an AI agent with Semantic Kernel
- Understand Semantic Kernel AI agents
- Create an Azure AI agent with Semantic Kernel
- Add plugins to Azure AI agent
- Knowledge check
- Orchestrate a multi-agent solution using Semantic Kernel
- Understand the Semantic Kernel Agent Framework
- Understand agent orchestration
- Use concurrent orchestration
- Use sequential orchestration
- Use group chat orchestration
- Use handoff orchestration
- Use Magentic orchestration
- Manage orchestration runtime lifecycles
- Knowledge check
- Discover Azure AI Agents with A2A
- Define an A2A agent
- Implement an agent executor
- Host an A2A server
- Connect to your A2A agent
Class Materials
Each student receives a comprehensive set of materials, including course notes and all class examples.
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