Each guide collapses the study material and practice questions for one exam down to the distinct testable facts behind them, organized by exam domain. Read the guide to reveal each answer and its key gotcha, or drill the same concepts as a multiple-choice quiz with a repeat queue. Progress is saved separately per guide and quiz in this browser.
Microsoft Azure Administrator Associate
The day-to-day administration exam — provisioning and managing identities, storage, compute, networking and monitoring in an existing Azure estate.
Multiple-choice drill with a repeat queue
Answer the AZ-104 concepts as multiple choice. Anything you miss goes back in the queue and repeats; anything you get right drops out. The run ends when you've cleared every question.
Designing Microsoft Azure Infrastructure Solutions
The design exam — choosing between services against requirements for identity, governance, data, resiliency and infrastructure, where the distractors are usually services that almost fit.
Multiple-choice drill with a repeat queue
Answer the AZ-305 concepts as multiple choice. Anything you miss goes back in the queue and repeats; anything you get right drops out. The run ends when you've cleared every question.
Microsoft Azure AI Fundamentals
The entry-level AI exam: responsible AI, how generative models work, the five AI workloads, and building lightweight apps and agents with Microsoft Foundry.
Multiple-choice drill with a repeat queue
79 hand-written questions plus a 415-question bank (the full Microsoft practice assessment plus reviewed Study Kit questions, all explained), and an exam-style custom test split by the official weights.
Developing AI Apps and Agents on Azure
The AI-102 successor: Foundry resources and deployments, RBAC and guardrails, agents and tools, RAG and evaluation, vision, text and speech, and Content Understanding.
Multiple-choice drill with a repeat queue
198 hand-written questions with near-miss distractors, the 28 answerable questions from the practice PDFs (with the Contoso case study), and a custom test drawn from both.
Microsoft Certified: AI Transformation Leader
The no-code leadership exam: the business value of generative AI, choosing between Copilot, Copilot Studio and Foundry, licensing models, and governing and driving AI adoption.
Multiple-choice drill with a repeat queue
61 hand-written questions plus a 302-question bank (the practice assessment and reviewed course questions, all explained), and an exam-style custom test split by the official weights.
Use these as a revision layer, not a source of truth. The AZ guides were distilled from the internet, so a handful of answer keys are dated or simply wrong — where that was clear, the card says so in its gotcha. The AI guides come from community study notes and Microsoft Learn, and Foundry renames things often. Copilot licensing and product names change often too, so treat AB-731 answers on licensing as a snapshot. Verify anything critical against Microsoft Learn.