Not a single formula: discover how an AI agent goes further than a chatbot by looking, thinking, using tools and checking its work until the goal is reached. Memory, planning, agent teams, guardrails and sandboxes, all with everyday analogies, simple diagrams and screen-free activities. For curious kids and beginner adults.

5 modules22 lessons4 open to everyone

Hands on the code

Quick practical guide

The Claude Family: Code, Cowork and Design — The Practical Handbook

A hands-on developer handbook to the Claude family. Drive Claude Code from your terminal, set safe permissions, package Skills, wire hooks and MCP servers, delegate to subagents, collaborate in Cowork and prototype in Design — and move real projects fluidly across the three surfaces.

5 modules21 lessons4 open to everyone

Hands on the code

With a final project

Machine Learning for Data Diagnostics: From Raw Data to Local LLM Agents

Built to make you work, not listen: five-minute lessons, a quiz after each one, guided exercises on one dataset of 40 industrial machines. From pandas, SQL and feature engineering to regression, random forests, clustering and neural networks; then embeddings, RAG, local LLMs with Ollama and LangChain, text-to-SQL tools, LangGraph agents and a Streamlit diagnostic app. Free, offline, no API key.

15 modules209 lessons43 open to everyone