Azure AI Fundamentals (Foundry) Study Guide
A study path for Microsoft Certified: Azure AI Fundamentals (Foundry) — what to know before you start, and the order worth doing things in.
Exam at a glance
AI-901: exam domains
Key areas covered in the exam, weighted by how much of the exam they make up.
Where this exam fits
Prerequisites
You should have conceptual knowledge of AI solutions in Azure and foundational technical skills to work with them, including knowledge of Python coding syntax and familiarity with Azure resources. No formal data science or software engineering background is assumed.
Recommended background
- Responsible AI principles — fairness, reliability, privacy, inclusiveness, transparency, accountability
- Core AI workload types — generative AI, computer vision, speech, and information extraction
- Basic familiarity with Microsoft Foundry for deploying and testing AI models
- Comfort reading and modifying simple Python code
Step-by-step study plan
Open Microsoft's official skills-measured breakdown and use it as your checklist — it's updated whenever the exam changes.
Official AI-901 study guidePick a date through the official Microsoft certification page and plan your study time backwards from it. Give yourself 2–4 weeks if you already use the tech weekly, 4–8 weeks if you're newer to it.
Exam & scheduling pageComplete Microsoft's free, self-paced modules for this exam. Take notes on anything you can't explain simply — that's what to revisit.
Official documentationAI-901 rewards recognizing real scenarios and trade-offs, not memorization. Spin up a free-tier environment and actually try the concepts — model deployment, prompt evaluation, monitoring configs — rather than just reading about them.
Use FabricPrep's AI-901 practice questions to find weak spots, and sit the timed Shield exam to build comfort with exam-day pacing.
Practice AI-901 now — 72 free questionsThe day before: review only your weak topics, don't cram new material. On exam day: read each question carefully, eliminate wrong answers first, and watch for wording that implies a constraint (least privilege, cost, performance).
Additional resources
72 realistic AI-901 practice questions with instant feedback and detailed explanations.
Practice AI-901 now