Uploaded April 2021 | Updated September 2026, 1 week ago

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This is video 12 of my 54-video online course following my free book, "Beyond the Basic Stuff with Python".

This book is written for intermediate programmers, and can be read online at inventwithpython.com/beyond

Support me on Patreon: patreon.com/AlSweigart

Skip Amazon and buy the book directly from the publisher and get the ebook free: nostarch.com/beyond-basic-stuff-python