Azure AI-103 Apps, Agents & Multimodal AI

Build generative AI chat apps on Azure using real-world data with Azure AI Foundry and deployment best practices.
Develop AI agents with custom functions, MCP tools, multi-agent pipelines, and the Microsoft Agent Framework SDK
Implement speech, vision, and image generation using Azure AI services in fully functional multimodal applications.
Apply content filters, text analysis, and safety guardrails to build responsible, production-ready AI solutions.
Requirements
Basic Python or programming knowledge.
Familiarity with cloud concepts is helpful but not required.
An Azure account is recommended.
Description
Are you ready to build real-world AI applications on Microsoft Azure? This course takes you from the foundations of Azure AI development all the way to advanced multi-agent systems, voice interfaces, and multimodal AI - using the same tools professionals use in production today.Based on the official Microsoft AI-103 curriculum, every module is backed by hands-on labs using Azure AI Foundry, VS Code, and Python. You won't just watch - you'll build, deploy, and test working AI solutions step by step.What You'll Build:Generative AI chat apps powered by your own data using Azure OpenAI and Retrieval-Augmented Generation (RAG)AI agents with custom functions that connect to real tools and APIs using the Azure AI Agent ServiceMCP-enabled agents built with Model Context Protocol for dynamic, context-aware workflowsMulti-agent pipelines orchestrated using the Microsoft Agent Framework SDK for complex enterprise scenariosSpeech-enabled applications using Azure Speech Services - both real-time speech recognition and synthesisVoice Live agents that handle full conversational voice interactions end to endVision-enabled chat apps that understand and respond to images and multimodal inputsImage generation apps powered by Azure's latest generative vision modelsContent Understanding pipelines that extract structured information from documents, images, and mixed mediaResponsible AI solutions with content filters, safety guardrails, and harm prevention built in from day oneWhat Makes This Course Different?Most Azure AI courses stop at theory or toy examples. This course is built entirely around lab-first learning - every concept is immediately applied in a real Azure environment. You will work directly inside the Azure portal, VS Code, and the Azure AI Foundry interface just like a professional AI engineer on the job.Each lab is carefully designed to reflect real enterprise scenarios - from deploying a chat assistant grounded in company data, to building a multi-agent system that coordinates tasks across specialized AI models, to integrating voice and vision into a single intelligent application.Who Should Take This Course?Whether you are a developer taking your first steps into AI, a cloud engineer expanding into intelligent applications, or a professional preparing for the AI-103T00-A: Develop AI apps and agents on Azure certification, this course gives you the hands-on experience that textbooks and documentation simply cannot provide.No deep AI research background is needed. If you can write basic Python and have a curiosity for building things, you are ready to start.No fluff. No filler. Just clear explanations, working code, and real Azure deployments from start to finish.Enroll today and start building AI that works in the real world.
Developers and cloud professionals who want to build real-world AI apps and agents on Azure.,Ideal for those preparing for the AI-103 exam or looking to go beyond theory with hands-on Azure AI Foundry projects.
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