Azure AI Fundamentals (AI-900)
AI and machine learning concepts and the Azure AI services, for beginners.
- Study & career skills
- Beginner
- English
- 96 videos · 4.5 h
- Updated Apr 2026
Videos by ExamPro · 14.5K views on this playlist
About this course
ExamPro's Azure AI Fundamentals course for AI-900: AI workloads and responsible AI, machine learning principles, computer vision, natural language processing and generative AI on Azure, with demos of the Azure AI services.
What you'll be able to do
- 1Describe common AI workloads and responsible-AI principles
- 2Explain machine learning fundamentals
- 3Use Azure AI services for vision, language and generative AI
Videos
Start with video 1 →MODULE 1Videos 1–1010 lessons · 23 min
MODULE 2Videos 11–2010 lessons · 14 min
- Understanding CUDA1 min
- Simple ML Pipeline2 min
- Forecast vs Prediction1 min
- Metrics2 min
- Jupyter Notebooks1 min
- Regression2 min
- Classification1 min
- Clustering1 min
- Confusion Matrix2 min
- Anomaly Detection AI1 min
MODULE 3Videos 21–3010 lessons · 13 min
MODULE 4Videos 31–4010 lessons · 30 min
- Guidelines for Human AI Interaction1 min
- Guidelines for Human AI Interaction Follow Along11 min
- Azure Cognitive Services2 min
- Cognitive API Key and Endpoint1 min
- Knowledge Mining5 min
- Face Service Overview: Azure AI Course2 min
- Speech and Translate Service2 min
- Text Analytics3 min
- OCR Computer Vision1 min
- Form Recognizer2 min
MODULE 5Videos 41–5010 lessons · 16 min
- Form Recognizer Custom Models1 min
- Form Recognizer Prebuilt Models2 min
- LUIS (Language Understanding Intelligent Service)2 min
- QnA Maker Overview: Azure AI Course4 min
- Azure Bot Service2 min
- Azure Machine Learning Service1 min
- AI 900: Studio Overview1 min
- Studio Compute1 min
- Studio Data Labeling1 min
- Data Stores1 min
MODULE 6Videos 51–6010 lessons · 13 min
- Datasets1 min
- Experiments1 min
- Pipelines1 min
- ML Designer1 min
- Model Registry1 min
- Endpoints1 min
- Notebooks1 min
- Introduction to AutoML3 min
- Data Guard Rails1 min
- Automatic Featurization2 min
MODULE 7Videos 61–7010 lessons · 34 min
MODULE 8Videos 71–8010 lessons · 91 min
- Face Service Advanced Features3 min
- Follow Along: Form Recognizer3 min
- OCR Techniques Follow Along5 min
- Follow Along: Text Analysis4 min
- Using QnAMaker Follow Along19 min
- LUIS Advanced Features Follow Along6 min
- Follow Along: AutoML17 min
- Follow Along: Designer10 min
- Follow Along: MNIST20 min
- Follow Along: Data Labeling4 min
MODULE 9Videos 81–9010 lessons · 26 min
- Follow Along: Clean up1 min
- AI CheatSheet11 min
- What is a LLM2 min
- Transformer models1 min
- Tokenization1 min
- Embeddings1 min
- Positional encoding2 min
- Attention4 min
- Azure OpenAI Service2 min
- Azure OpenAI Studio1 min
MODULE 10Videos 91–966 lessons · 13 min
- Azure OpenAI Service pricing1 min
- What is copilots2 min
- Prompt engineering3 min
- Grounding2 min
- Data Labeling4 min
- Clean up1 min
- Before you start
- None
- Accessibility
- YouTube captions where the creator provides them · Keyboard-accessible player · Notes and bookmarks
Where these videos come from
Every lesson plays the original video from ExamPro with YouTube's own player, so views and credit stay with the creator. We picked this playlist because it's complete, in order, and recently updated. SkillSpring adds progress tracking, notes, bookmarks and focus mode around it.
Playlist: “Azure AI Fundamentals (AI 901)” · 96 videos · last updated Apr 2026. Open on YouTube