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Resources

Free books, simulations, tools and reference sheets, chosen and shared by teachers and learners. Pick a subject and a level to see what is there.

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Example ProgramsExternal link
The Matplotlib gallery

Hundreds of example graphs with their code. Find one that looks like what you want, and change the numbers.

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Tools and EditorsExternal link
Python Tutor: see your code run step by step

Paste a program, and watch it run one line at a time, with the variables drawn as boxes. Excellent when a loop or a function is not clear.

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Reading MaterialExternal link
Automate the Boring Stuff with Python

A free book of small, useful programs: working with text, files, spreadsheets and the web. Good once you finish Essentials.

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Reading MaterialExternal link
Think Python (free book)

A friendly book that teaches programming as a way of thinking, with many exercises. Free to read online.

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Reading MaterialExternal link
The Python Tutorial (python.org)

The official tutorial, written by the people who make Python. Read it after the Foundations chapters, as a second voice.

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