🧠 Azure AI Fundamentals — AI-900 (Exam-Prep)
Free AI-900 exam-prep - AI workloads, machine learning, computer vision, NLP and generative AI on Azure.
Last updated: June 2026
A free, independent exam-preparation course that works through the publicly published AI-900 skills-measured outline — AI workloads & responsible AI, machine learning, Azure AI services, computer vision, NLP, and generative AI with Azure OpenAI and Azure AI Foundry. Visual lessons, original self-check questions and a final exam. This is awareness/prep only and is not the official Microsoft course or exam, and AMAADOR ACADEMY is not affiliated with or endorsed by Microsoft. The course is organized into 8 modules, ending with a final exam (pass mark 70%). It is independent, free exam-preparation training — not an official or accredited review course.
What you'll learn
- AI Workloads & Considerations: Identifying Common AI Scenarios
- Responsible AI: The Six Guiding Principles
- Machine Learning Fundamentals: Regression, Classification & Clustering
- Azure Machine Learning Service & Automated ML
- Computer Vision Concepts & Azure AI Vision
- Natural Language Processing: Azure AI Language & Speech
- Document Intelligence & Knowledge Mining
- Generative AI, Azure OpenAI Service & Copilot
Learning objectives
- Understand that this is independent AI-900 exam-prep over the public skills-measured outline, not the official Microsoft course or exam
- Identify common AI workloads — computer vision, natural language processing, document processing and generative AI
- Apply Microsoft's six guiding principles of responsible AI to a given scenario
- Distinguish core machine learning techniques: regression, classification, clustering, deep learning and the Transformer architecture
- Describe Azure Machine Learning capabilities including automated ML, compute and model deployment
- Match computer-vision and NLP tasks to the correct Azure AI services (Vision, Face, Language, Speech, Document Intelligence)
- Explain generative AI models and use Azure OpenAI and Azure AI Foundry (portal and model catalog) responsibly
- Sit a 10-question exam-style final (80% to pass) built from original questions spanning all five skill areas