Welcome to AI Learning Playground
What is AI Learning Playground?
Section titled “What is AI Learning Playground?”This is a structured learning site for engineering in the AI era, combining conceptual understanding with hands-on practice so beginners can build skills that work in the real world.
Start Here
Section titled “Start Here”| I want to learn | Recommended entry point |
|---|---|
| Programming for the first time | Terminal Basics → |
| How AI actually works | What Is Machine Learning? → |
| Get better at Claude Code | Claude Code Level 0 → |
Learning Paths
Section titled “Learning Paths”Learn the fundamentals of terminals, development environments, Git, and AI tools.
- Terminal basics — command-line fundamentals and Homebrew
- Development environment setup — VS Code, Node.js, and Python
- Git and GitHub — version control and team collaboration
- Package management — npm and pnpm
Learn how AI works and explore the latest technologies.
- AI & machine learning basics — ML, deep learning, and core concepts
- Generative AI — how LLMs work and prompt engineering
- AI agents — designing autonomous agents
- MCP — the protocol that connects AI to external tools
Learn about Claude, Anthropic’s AI assistant, and Claude Code, the developer CLI tool.
- Claude Code — a step-by-step guide from Level 0 (intro) to Level 10 (swarm architect)
This page in Japanese: AI Learning Playground へようこそ