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Muhammad Asif - Python for Geeks: Build production-ready applications using advanced Python concepts and industry best practices

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Muhammad Asif Python for Geeks: Build production-ready applications using advanced Python concepts and industry best practices
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Take your Python skills to the next level to develop scalable, real-world applications for local as well as cloud deployment

Key Features
  • All code examples have been tested with Python 3.7 and Python 3.8 and are expected to work with any future 3.x release
  • Learn how to build modular and object-oriented applications in Python
  • Discover how to use advanced Python techniques for the cloud and clusters
Book Description

Python is a multipurpose language that can be used for multiple use cases. Python for Geeks will teach you how to advance in your career with the help of expert tips and tricks.

Youll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, youll understand the life cycle of a large-scale Python project. As you advance, youll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. Youll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, youll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. Youll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, youll focus on strategizing web development design using the techniques and best practices covered in the book.

By the end of this Python book, youll be able to do some serious Python programming for large-scale complex projects.

What you will learn
  • Understand how to design and manage complex Python projects
  • Strategize test-driven development (TDD) in Python
  • Explore multithreading and multiprogramming in Python
  • Use Python for data processing with Apache Spark and Google Cloud Platform (GCP)
  • Deploy serverless programs on public clouds such as GCP
  • Use Python to build web applications and application programming interfaces
  • Apply Python for network automation and serverless functions
  • Get to grips with Python for data analysis and machine learning
Who this book is for

This book is for intermediate-level Python developers in any field who are looking to build their skills to develop and manage large-scale complex projects. Developers who want to create reusable modules and Python libraries and cloud developers building applications for cloud deployment will also find this book useful. Prior experience with Python will help you get the most out of this book.

Table of Contents
  1. Optimal Python Development Lifecycle
  2. Using Modularization to Elegantly Design Complex Projects
  3. Advanced Object Oriented Python Programming
  4. Python Libraries for Advanced Programming
  5. Testing and Automation with Python
  6. Advanced Tips and Tricks in Python
  7. Multiprocessing and Multithreading
  8. Scaling Out Python to Clusters
  9. Python Programming for the Cloud
  10. Using Python for Web Development and REST API
  11. Using Python for micro-services development
  12. Building serverless functions using Python
  13. Python and Machine Learning
  14. Using python for network automation

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Python for Geeks

Build production-ready applications using advanced Python concepts and industry best practices

Muhammad Asif

BIRMINGHAMMUMBAI Python and the Python Logo are trademarks of the Python - photo 2

BIRMINGHAMMUMBAI

"Python" and the Python Logo are trademarks of the Python Software Foundation.

Python for Geeks

Copyright 2021 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Group Product Manager: Richa Tripathi

Publishing Product Manager: Sathyanarayanan Ellapulli

Senior Editor: Rohit Singh

Content Development Editor: Vaishali Ramkumar

Technical Editor: Karan Solanki

Copy Editor: Safis Editing

Project Coordinator: Deeksha Thakkar

Proofreader: Safis Editing

Indexer: Pratik Shirodkar

Production Designer: Prashant Ghare

First published: August 2021

Production reference: 1090921

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham

B3 2PB, UK.

ISBN 978-1-80107-011-9

www.packt.com

To my wife, Saima Arooj, without whose loving support it would not have been possible to complete this book. To my daughters, Sana Asif and Sara Asif, and my son, Zain Asif, who were my inspiration throughout this journey. To the memory of my father and mother for their sacrifices and for exemplifying the power of determination for me. And to my siblings, for all the support and encouragement they have provided in terms of my education and career. Muhammad Asif

Contributors
About the author

Muhammad Asif is a principal solution architect with a wide range of multi-disciplinary experience in web development, network and cloud automation, virtualization, and machine learning. With a strong multi-domain background, he has led many large-scale projects to successful deployment. Although moving to more leadership roles in recent years, Muhammad has always enjoyed solving real-world problems by using appropriate technology and by writing the code himself. He earned a Ph.D. in computer systems from Carleton University, Ottawa, Canada in 2012 and currently works for Nokia as a solution lead.

I wish to thank those people who have been close to me and supported me, especially Imran Ahmad who contributed as a co-author of chapter 1.

About the reviewers

Harshit Jain is a data scientist with 5 years of programming experience, helping companies build and apply advanced machine learning algorithms to enhance business efficiency. He has a broad understanding of data science, ranging from classical machine learning to deep learning and computer vision. He is very skilled at applying data science techniques to e-commerce firms. During his spare time, he mentors aspiring data scientists to sharpen their skills. His talks and articles, including Learning the Basics of Data Science and How to Check the Impact on Marketing Activities Market Mix Modeling, show that data science is not just his profession but a passion. Reviewing this book is his first, but certainly not the last, attempt to consolidate his valuable Python knowledge to help you in your learning.

Sourabh Bhavsar is a senior full stack developer, agile, and cloud practitioner with over 7 years of experience in the software industry. He has completed a postgraduate course in artificial intelligence and machine learning from the University of Texas at Austin, and also holds an MBA (in marketing) and a bachelor's degree in engineering (IT) from the University of Pune, India. He currently works at PayPal as a lead technical member where he is responsible for designing and developing microservice-based solutions and implementing various types of workflow and orchestration engines. Sourabh believes in continuous learning and enjoys exploring new web technologies. When not coding, he likes to play Tabla and read about astrology.

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