PyTutor blends a curated curriculum with an AI tutor and a built‑in Python runtime. Learn concepts clearly, practice instantly, and progress step‑by‑step — all in your browser.
Structured Lessons
Short, focused modules from fundamentals to OOP. Each lesson comes with objectives, a concept guide, and starter code you can run.
AI Chat Tutor
A friendly tutor explains concepts first, adapts to your questions, and offers examples or quick quizzes on request.
In‑browser Emulator
Powered by Pyodide. No setup. Click Run to execute code and see output right away.
1. Choose a lesson
Start at the beginning or jump to what you need. Progress is saved locally.
2. Read the concept guide
Each lesson begins with a clear, structured explanation before you chat.
3. Learn by doing
Ask the tutor for examples or a quiz, and run code in the emulator.