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Mastering Python [ebook]

person icon Rick Van Hattem

Mastering Python [ebook]

Mastering Python

person icon Rick Van Hattem

ebook icon Packt Publishing

language icon Language - English

updated on icon Updated on Feb, 2025

category icon Development ,Data Science,

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This eBook includes

Formats : PDF (Read Only)

Pages : 710

ISBN : 9781800202108

Edition : Second Edition

Language : English

About the Book

Book description

Use advanced features of Python to write high-quality, readable code and packages

Key Features

  • Extensively updated for Python 3.10 with new chapters on design patterns, scientific programming, machine learning, and interactive Python
  • Shape your scripts using key concepts like concurrency, performance optimization, asyncio, and multiprocessing
  • Learn how advanced Python features fit together to produce maintainable code

Book Description

Even if you find writing Python code easy, writing code that is efficient, maintainable, and reusable is not so straightforward. Many of Python’s capabilities are underutilized even by more experienced programmers. Mastering Python, Second Edition, is an authoritative guide to understanding advanced Python programming so you can write the highest quality code. This new edition has been extensively revised and updated with exercises, four new chapters and updates up to Python 3.10.

Revisit important basics, including Pythonic style and syntax and functional programming. Avoid common mistakes made by programmers of all experience levels. Make smart decisions about the best testing and debugging tools to use, optimize your code’s performance across multiple machines and Python versions, and deploy often-forgotten Python features to your advantage. Get fully up to speed with asyncio and stretch the language even further by accessing C functions with simple Python calls. Finally, turn your new-and-improved code into packages and share them with the wider Python community.

If you are a Python programmer wanting to improve your code quality and readability, this Python book will make you confident in writing high-quality scripts and taking on bigger challenges

What you will learn

  • Write beautiful Pythonic code and avoid common Python coding mistakes
  • Apply the power of decorators, generators, coroutines, and metaclasses
  • Use different testing systems like pytest, unittest, and doctest
  • Track and optimize application performance for both memory and CPU usage
  • Debug your applications with PDB, Werkzeug, and faulthandler
  • Improve your performance through asyncio, multiprocessing, and distributed computing
  • Explore popular libraries like Dask, NumPy, SciPy, pandas, TensorFlow, and scikit-learn
  • Extend Python’s capabilities with C/C++ libraries and system calls

Who this book is for

This book will benefit more experienced Python programmers who wish to upskill, serving as a reference for best practices and some of the more intricate Python techniques. Even if you have been using Python for years, chances are that you haven’t yet encountered every topic discussed in this book. A good understanding of Python programming is necessary

Mastering Python [ebook]

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Author Details

Packt Publishing

<a href="https://market.tutorialspoint.com/author/rick_van_hattem">Rick Van Hattem</a>

Packt are an established, trusted, and innovative global technical learning publisher, founded in Birmingham, UK with over eighteen years experience delivering rich premium content from ground-breaking authors and lecturers on a wide range of emerging and established technologies for professional development.

Packt’s purpose is to help technology professionals advance their knowledge and support the growth of new technologies by publishing vital user focused knowledge-based content faster than any other tech publisher, with a growing library of over 9,000 titles, in book, e-book, audio and video learning formats, our multimedia content is valued as a vital learning tool and offers exceptional support for the development of technology knowledge.

We publish on topics that are at the very cutting edge of technology, helping IT professionals learn about the newest tools and frameworks in a way that suits them.

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