Build a clearer understanding of Azure AI Fundamentals with 150 independently authored questions across two separate practice tests. This Cloudpuz Academy pack supports concept review for AI-901 and gives you a structured way to identify topics that need additional study. Every question has one best answer and explanations for all four options, so you can review both the correct reasoning and the alternatives.  The first topic group explores artificial intelligence concepts and capabilities: generative models, agents, grounding, prompt design, model selection, responsible AI, and the differences between language, speech, vision, and information extraction workloads. The second group focuses on implementing solutions with Microsoft Foundry, including project endpoints, deployments, identity, lightweight Python client patterns, tool integration, error handling, and evaluation. You will also review practical considerations for Azure Speech, visual inputs, image generation, text analysis, and Azure AI Content Understanding.  Each 75-question test includes 32 concept questions and 43 implementation questions, reflecting the broad emphasis of the official AI-901 skills outline reviewed on September 21, 2026. The outline used measures skills from April 15, 2026. The questions are original learning scenarios, not actual, recalled, or leaked certification exam items. This is an independent study resource and is not affiliated with or endorsed by Microsoft.  Use the first attempt to locate weak areas. Then read every explanation, consult current Microsoft Learn documentation, and try relevant hands-on exercises before taking the second test. The 90-minute duration and 80 percent target are practice settings chosen for this pack; they do not reproduce Microsoft's exam timing or scaled scoring. This pack does not include video lessons or hosted labs and does not guarantee a certification pass. Basic familiarity with Azure resources, Python, and APIs will help you get more from the implementation scenarios.