Microsoft Hands-On Labs 🧪

Practice with 10 free courses from Microsoft. All include interactive lessons, code examples, and projects.

📚 Foundation Courses

AI for Beginners (38.8k ⭐)

https://github.com/microsoft/AI-For-Beginners
24 lessons | AI fundamentals, neural networks, NLP, computer vision

Machine Learning for Beginners (72.2k ⭐)

https://github.com/microsoft/ML-For-Beginners
26 lessons | Regression, classification, clustering, time series

Data Science for Beginners (29.9k ⭐)

https://github.com/microsoft/Data-Science-For-Beginners
20 lessons | Data ethics, statistics, visualization, Python for data

🤖 Generative AI

Generative AI for Beginners (75.5k ⭐)

https://github.com/microsoft/generative-ai-for-beginners
18 lessons | LLMs, prompt engineering, RAG, fine-tuning, image generation

AI Agents for Beginners (1.5k ⭐)

https://github.com/microsoft/ai-agents-for-beginners
Building autonomous AI agents with tool use and orchestration

🦙 LangChain Courses

Choose your language:

🔧 Specialized

MCP for Beginners

https://github.com/microsoft/mcp-for-beginners
Model Context Protocol - AI infrastructure standard

IoT for Beginners (15.2k ⭐)

https://github.com/microsoft/IoT-For-Beginners
24 lessons | Internet of Things, sensors, edge computing, AI at the edge