AI-901 Hands-On Exercises
AI-901 asks what you would do in Microsoft Foundry, and the fastest way to answer those questions with confidence is to have done it. Microsoft’s official course includes a hands-on exercise in every module. They are all listed here, grouped by exam domain, and each one opens on Microsoft Learn.
What you need
The Domain 1 exercises are short explorations of about 15 minutes each that run in your browser. The Domain 2 exercises build real solutions in Microsoft Foundry, so use an Azure subscription where you can create resources, and delete the resources when you finish so they do not keep costing money.
Domain 1: Identify AI concepts and capabilities
7 exercises · about 1 hr 45 min in total
Explore AI workloads
From the module Introduction to AI concepts.
15 min · Microsoft LearnExplore generative AI
From the module Introduction to generative AI and agents.
15 min · Microsoft LearnExplore text analytics
From the module Introduction to natural language processing concepts.
15 min · Microsoft LearnExplore AI speech
From the module Introduction to AI speech concepts.
15 min · Microsoft LearnExplore computer vision
From the module Introduction to computer vision concepts.
15 min · Microsoft LearnExplore AI information extraction
From the module Introduction to AI-powered information extraction concepts.
15 min · Microsoft LearnExplore RAG
From the module Introduction to retrieval-augmented generation concepts.
Domain 2: Implement AI solutions by using Microsoft Foundry
7 exercises · about 3 hr 5 min in total
Get started with Microsoft Foundry
From the module Get started with AI in Azure.
35 min · Microsoft LearnGet started with generative AI and agents in Microsoft Foundry
From the module Get started with generative AI and agents in Azure.
20 min · Microsoft LearnGet started with text analysis in Microsoft Foundry
From the module Get started with text analysis in Azure.
25 min · Microsoft LearnGet started with speech in Microsoft Foundry
From the module Get started with speech in Azure.
30 min · Microsoft LearnGet started with computer vision in Microsoft Foundry
From the module Get started with computer vision in Azure.
25 min · Microsoft LearnGet started with information extraction in Microsoft Foundry
From the module Get started with AI-powered information extraction in Azure.
20 min · Microsoft LearnGet started with Foundry IQ in Microsoft Foundry
From the module Get started with Microsoft Foundry IQ.