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The Python Workshop Second Edition

You're reading from   The Python Workshop Second Edition Write Python code to solve challenging real-world problems

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Product type Paperback
Published in Nov 2022
Publisher Packt
ISBN-13 9781804610619
Length 600 pages
Edition 2nd Edition
Languages
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Authors (5):
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Mario Corchero Jiménez Mario Corchero Jiménez
Author Profile Icon Mario Corchero Jiménez
Mario Corchero Jiménez
Andrew Bird Andrew Bird
Author Profile Icon Andrew Bird
Andrew Bird
Corey Wade Corey Wade
Author Profile Icon Corey Wade
Corey Wade
Graham Lee Graham Lee
Author Profile Icon Graham Lee
Graham Lee
Dr. Lau Cher Han Dr. Lau Cher Han
Author Profile Icon Dr. Lau Cher Han
Dr. Lau Cher Han
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Toc

Table of Contents (16) Chapters Close

Preface 1. Chapter 1: Python Fundamentals – Math, Strings, Conditionals, and Loops 2. Chapter 2: Python Data Structures FREE CHAPTER 3. Chapter 3: Executing Python – Programs, Algorithms, and Functions 4. Chapter 4: Extending Python, Files, Errors, and Graphs 5. Chapter 5: Constructing Python – Classes and Methods 6. Chapter 6: The Standard Library 7. Chapter 7: Becoming Pythonic 8. Chapter 8: Software Development 9. Chapter 9: Practical Python – Advanced Topics 10. Chapter 10: Data Analytics with pandas and NumPy 11. Chapter 11: Machine Learning 12. Chapter 12: Deep Learning with Python 13. Chapter 13: The Evolution of Python – Discovering New Python Features 14. Index 15. Other Books You May Enjoy

Python 3.11

Python 3.11 was released in October 2022, will receive bug fixes until May 2024, and will receive security patches until October 2027.

Faster runtime

The new 3.11 is 22% faster than 3.10 when measured with the Python performance benchmark suite. The result depends a lot on your application and will usually range between 10% and 60%. A series of optimization into how code is parsed and run together with startup improvements have made this possible, as part of a project branded as Faster CPython that is focusing on making an interpreter faster.

Enhanced errors in tracebacks

Building on the success achieved with the improvement of error messages in Python 3.10, 3.11 has done substantial work to facilitate the debugging of errors in traceback through PEP 659. The interpreter will now point to the exact expression that caused the exception, allowing a developer to quickly figure out the root issue without using a debugger.

This is quite useful when navigating...

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