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Expand Up @@ -27,6 +27,8 @@ There are a lot of web frameworks in Python. If you don't already know which fra

[Learn Python The Hard Way](https://learnpythonthehardway.org/) General Python intro with a focus on repetition to build a foundation of understanding. This one costs money.

[Automate the Boring Stuff with Python](https://automatetheboringstuff.com/) Introduction to Python for non-programmers through manipulating text files and spreadsheets. Read online for free or buy in print and ebook form for money.

## Non-beginner resources

For people familiar with Python, or experienced programmers
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