Study path

AI-901: prepare for Azure AI Fundamentals with source-backed practice.

Start with the 45-question practice exam, then route missed questions back to Azure AI Foundry, responsible AI, generative AI, agents, speech, vision, and Content Understanding concepts.

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Recommended sequence

Use the exam as a diagnostic, not a dump.

1. Take the interactive practice setUse short scenario questions to find weak domains before you over-study the wrong thing.Open 2. Review Azure AI Foundry and AI servicesMatch product choices to Foundry, model, agent, speech, vision, and content scenarios.Open 3. Revisit responsible AI requirementsLook for safety, human review, evaluation, and governance clues in scenario wording.Open 4. Re-run missed questionsAnswer again after reviewing weak topics and explain why distractors fail.Open

AI-901 coverage

Domains to keep reviewing

Azure AI FoundryKnow when the scenario needs a platform for building, evaluating, and managing AI apps.Practice Generative AI appsConnect prompts, models, grounding, orchestration, and app behavior to requirements.Practice Responsible AIWatch for safety, fairness, evaluation, privacy, transparency, and human oversight.Practice Agents and automationSeparate assistant-style reasoning, tool use, and workflow delegation from simple chat.Practice Speech, vision, and content understandingRoute multimodal requirements to the right Azure AI capability.Practice

Beta-aware rule

Use Microsoft Learn as the source of truth.

AI-901 is new, so this study hub is intentionally conservative: no dumps, no fake certainty, and no stale objective claims. Use official Microsoft Learn content and the official study guide as the authority, then use WebLizard Labs practice to test your reasoning.

Answer before the reveal.
Write down the weak domain behind each miss.
Review the official source, then retry the missed question.
Trust concepts and scenario clues over memorized answer letters.