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Object references, mutability, and recycling are frequent sources of bugs. Fluent Python demystifies how variables actually work (they are labels, not boxes). It thoroughly guides you through garbage collection, shallow vs. deep copies, object-oriented designs, and multiple inheritance via the Method Resolution Order (MRO). 5. Control Flow and Concurrency
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The 2nd Edition, updated for Python 3.10, is a significant overhaul of the original. It contains major updates reflecting the evolution of the language between versions 3.4 and 3.10. The book is structured like five short books in one, covering crucial topics:
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: Dive into dynamic attributes, properties, and attribute descriptors. Final Verdict: Is It Worth It?
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Modify the code. Break it, fix it, and understand why it works.
: Clear guidelines on when to use CPU-bound processing ( multiprocessing ) versus I/O-bound concurrency ( asyncio or threading ). The Role of GitHub in Your Learning Journey
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The second edition is significantly updated for modern Python (up to Python 3.10). It focuses on the inner workings of the language, helping intermediate developers transition to advanced programmers. Key Conceptual Pillars
https://github.com/luciano-ramalho/fluentpython-2e/blob/main/fluentpython-2e.pdf
