Complete AI-901 study guide mapping all exam skill areas to free Cert Buddy study tools. Covers responsible AI, machine learning, generative AI, Azure AI Foundry, NLP, computer vision, and document intelligence.
The AI-901 exam is structured around two skill groups. The first, 'Describe AI concepts and capabilities' (40–45%), covers responsible AI principles, machine learning fundamentals (supervised, unsupervised, reinforcement learning, evaluation metrics), and AI workload identification. The second, 'Implement AI solutions using Microsoft Azure AI Foundry' (55–60%), covers generative AI and Azure OpenAI Service, agentic AI and orchestration frameworks, computer vision, NLP and speech, and document intelligence and knowledge mining.
Cert Buddy maps every exam skill area to dedicated practice questions, flashcards, and AI explanations grounded in current Microsoft Learn documentation. The free diagnostic assessment establishes your baseline readiness score and identifies which skill areas need the most work before generating a prioritized study plan.