Certification Guides
Prompts, Tokens and Temperature: AI Model Settings for AI-901
Understand the AI model settings AI-901 tests in objective 1.2: prompts, the system message, tokens, temperature and grounding - with exam cues.
Certification Guides
AI vs Machine Learning vs Deep Learning vs Generative AI (AI-901 Concepts)
A simple, exam-ready explanation of how AI, machine learning, deep learning and generative AI relate - the concept hierarchy AI-901 tests.
Certification Guides
How to Study for AI-901: A 14-Day Azure AI Fundamentals Study Plan
A day-by-day, 14-day study plan to pass AI-901 (Azure AI Fundamentals) in two weeks, plus the active-recall habits that make it stick.
Certification Guides
Azure AI Services on AI-901: Vision, Speech and Document Intelligence
Match the workload to the right Azure AI service for AI-901: Vision, Speech, Language, and Document Intelligence, with the scenario cues the exam uses.
Certification Guides
Microsoft Foundry for AI-901: Generative AI Apps and Agents Explained
Microsoft Foundry is the heart of the AI-901 exam. Learn the model catalog, grounding/RAG, prompt flow, agents, and the build flow you need to know.
Certification Guides
Responsible AI on AI-901: Microsoft's 6 Guiding Principles Explained
The six Microsoft responsible AI principles tested on AI-901 objective 1.1, with plain-English examples and the scenario cues the exam uses.
Certification Guides
AI-901 Exam Guide (2026): What's New in Azure AI Fundamentals
A complete 2026 guide to the AI-901 exam: skills measured, scoring, who it's for, and how the new Microsoft Foundry focus differs from AI-900.
Certification Guides
AI-901 vs AI-900: What Changed in 2026 and Which Exam to Take
AI-901 vs AI-900 compared: what changed in the 2026 Azure AI Fundamentals refresh, the move to Microsoft Foundry, and which exam you should take.