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Create an isolated Python environment (using venv or conda ) running Python 3.10+ to ensure compatibility with the book's modern syntax.

: A community-contributed repository that converts book examples into Jupyter Notebooks for interactive study. Key Updates in the 2nd Edition

The Ultimate Guide to Fluent Python (2nd Edition): GitHub Repositories, PDF Versions, and Mastery Tips

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