Azure AI-901 exam guide covering AI fundamentals, business use cases, and governance decisions.
This Microsoft Certified: Azure AI Fundamentals guide helps AI-901 candidates focus on what the exam tests, where close answers usually split, and which review page to use next.
Use the study plan to group Azure service, identity, and deployment choices, the cheat sheet for scenario decisions, the sample questions for applied practice, the FAQ for scope checks, the resources page for Microsoft Learn exam references, and the glossary when product names blur together.
| Item | Guide value |
|---|---|
| Vendor | Microsoft |
| Exam or credential | Microsoft Certified: Azure AI Fundamentals |
| Code or shorthand | AI-901 |
| Study level | Fundamentals |
| IT Mastery page | AI-901 exam page |
| Guide shape | Start-here page, study plan, cheat sheet, sample questions, FAQ, resources, and glossary. |
| Lane | What to master | Common weak answer |
|---|---|---|
| AI concepts and responsibility | Recognize responsible AI principles, model behavior, deployment choices, and workload categories. | Confusing ethical principles with technical controls, or ignoring privacy and accountability in app design. |
| Foundry basics | Understand how models are selected, deployed, prompted, and consumed from lightweight apps. | Assuming the portal step is enough when the question asks for client implementation or resource configuration. |
| Text, speech, vision, and extraction | Map each scenario to language, speech, vision, multimodal, or document extraction capabilities. | Choosing a generative model when a deterministic service or extraction tool is the better fit. |
| Python and resource fundamentals | Know basic Python syntax, SDK flow, Azure resource language, and cloud concepts used in beginner AI apps. | Missing the required programming or resource-management clue because the question sounds conceptual. |
For fundamentals, name the workload, name the responsible AI issue, then pick the simplest Azure or Foundry capability that matches the scenario.
Use the current Microsoft Learn exam page for live exam details, including name, status, pricing, duration, delivery method, languages, retirement or beta changes, and domain weights where applicable.