Microsoft Learn
Official Microsoft Learn exercises mapped to the exam. Easy labs run in the browser. Foundry labs are the ones Microsoft hosts on a virtual machine in class — for self-study, open the module and launch the exercise from there. A free Azure account is enough.
Labs listed
16
All from Microsoft Learn
Finished
—
Tracked on this device
Foundry share of the exam
55–60%
9 portal labs · 7 easy
Official learning path
The official beginner path for domain 1. Seven modules, including the easy in-browser exercises below.
Open on Microsoft Learn
3 hr 51 min
Official learning path
The official Foundry path for domain 2. Same labs Microsoft hosts on a virtual machine in the AI-901 classroom.
Open on Microsoft Learn
Beginner · Microsoft Foundry
Open a simple in-browser AI app and sort generative, agentic, vision, speech, and extraction scenarios. No Azure account.
Introduction to AI concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 04
Use a chat playground to send prompts, watch a model reply, and feel the difference a system instruction makes.
Introduction to generative AI and agents·Runs in the browser·Identify AI concepts (40–45%)·Episode 03
Run key-phrase, entity, sentiment, and summarization tasks on sample text so the NLP vocabulary sticks.
Introduction to natural language processing concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 05
Try speech-to-text and text-to-speech with a generative model. Recognition versus synthesis, in fifteen minutes.
Introduction to AI speech concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 05
Analyze an image with a multimodal model, then generate a new one. Covers the vision side of the exam map.
Introduction to computer vision concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 06
Pull fields from a document with OCR plus generative AI. The conceptual twin of Content Understanding.
Introduction to AI-powered information extraction concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 06
Ground a chat prompt in a knowledge source and see why RAG answers stay on the documents you give it.
Introduction to retrieval-augmented generation concepts·Runs in the browser·Identify AI concepts (40–45%)·Episode 04
Create a Foundry project, open the portal, and take a first walk through models, playgrounds, and agents.
Get started with AI in Microsoft Foundry·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 07
The official AI-901 module for spinning up Foundry, deploying a first model, and connecting it to an app.
Get started with AI in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 07
Deploy a model, test prompts in the Playground, then create and call a single-agent solution — the heart of the exam.
Get started with generative AI and agents in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 08
Pick a model from the catalog, deploy it, and chat with it in the Foundry portal before you write any code.
Explore and deploy models from the model catalog·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 07
The exam wants Python: AIProjectClient, an endpoint, and a short chat loop. This is that module.
Develop an AI app with the Microsoft Foundry SDK·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 07
Use general-purpose models and Azure Language in Foundry Tools, then build a lightweight Python text-analysis client.
Get started with text analysis in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 09
Speech-to-text, text-to-speech, and Voice Live inside Foundry Tools. Matches the spoken-prompt exam skill.
Get started with speech in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 09
Interpret visual input with a multimodal model and generate new images — both listed on the skills measured.
Get started with computer vision in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 09
Extract structured fields from documents, images, audio, and video with Azure Content Understanding in Foundry Tools.
Get started with AI-powered information extraction in Azure·Hosted VM in class · Azure for self-paced·Implement with Foundry (55–60%)·Episode 10