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Fabrizio Romano - Learn Python Programming: An in-depth introduction to the fundamentals of Python Edition: 3

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Fabrizio Romano Learn Python Programming: An in-depth introduction to the fundamentals of Python Edition: 3
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Get up and running with Python through concise tutorials and practical projects in this fully updated edition Key Features: Discover how to think like a Python programmer Extensively revised with richer examples, Python 3.9 syntax, and new chapters on APIs and packaging and distributing Python code Learn the fundamentals of Python through real-world projects in API development, GUI programming, and data science Book Description: Learn Python Programming, Third Edition is both a theoretical and practical introduction to Python, an extremely flexible and powerful programming language that can be applied to many disciplines. This book will make learning Python easy and give you a thorough understanding of the language. Youll learn how to write programs, build modern APIs, and work with data by using renowned Python data science libraries. This revised edition covers the latest updates on API management, packaging applications, and testing. There is also broader coverage of context managers and an updated data science chapter. The book empowers you to take ownership of writing your software and become independent in fetching the resources you need. You will have a clear idea of where to go and how to build on what you have learned from the book. Through examples, the book explores a wide range of applications and concludes by building real-world Python projects based on the concepts you have learned. What You Will Learn: Get Python up and running on Windows, Mac, and Linux Write elegant, reusable, and efficient code in any situation Avoid common pitfalls like duplication, complicated design, and over-engineering Understand when to use the functional or object-oriented approach to programming Build a simple API with FastAPI and program GUI applications with Tkinter Get an initial overview of more complex topics such as data persistence and cryptography Fetch, clean, and manipulate data, making efficient use of Pythons built-in data structures Who this book is for: This book is for anyone who has some programming experience, but not necessarily with Python. Some knowledge of basic programming concepts will come in handy, although it is not a requirement.

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Learn Python Programming Third Edition An in-depth introduction to the - photo 1

Learn Python Programming

Third Edition

An in-depth introduction to the fundamentals of Python

Fabrizio Romano

Heinrich Kruger

BIRMINGHAMMUMBAI Learn Python Programming Third Edition Copyright 2021 Packt - photo 2

BIRMINGHAMMUMBAI

Learn Python Programming

Third Edition

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 authors, 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.

Producer: Tushar Gupta

Acquisition Editor Peer Reviews: Suresh Jain, Saby Dsilva

Project Editor: Namrata Katare

Development Editor: Lucy Wan

Copy Editor: Safis Editing

Technical Editor: Aditya Sawant

Proofreader: Safis Editing

Indexer: Tejal Daruwale Soni

Presentation Designer: Pranit Padwal

First published: December 2015

Second edition: June 2018

Third edition: October 2021

Production reference: 1271021

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham

B3 2PB, UK.

ISBN 978-1-80181-509-3

www.packt.com

"To Elisa, the love of my lives, and to all those who gift the world their beautiful smiles."

Fabrizio Romano

"To my wife, Debi, without whose love, support, and endless patience I would not have been able to do this."

Heinrich Kruger

Contributors
About the authors

Fabrizio Romano was born in Italy in 1975. He holds a master's degree in Computer Science Engineering from the University of Padova. He's been working as a professional software developer since 1999. Fabrizio has been part of Sohonet's Product Team since 2016. In 2020, the Television Academy honored them with an Emmy Award in Engineering Development for advancing remote collaboration.

I would like to thank everyone at Packt, and the reviewers, who helped us in making this book a success. I also want to thank Heinrich Kruger and Tom Viner for joining me in this adventure. My deepest gratitude goes to my wife-to-be, Elisa, who never made me feel like I was neglecting her, even though I was. Thank you for your love and support.

Heinrich Kruger was born in South Africa in 1981. He holds a master's degree in Computer Science from Utrecht University in the Netherlands. He has been working as a professional software developer since 2014 and has worked alongside Fabrizio in the Product Team at Sohonet since 2017.

I want to thank Fabrizio for asking me to help him with this book. It's been a great experience working with you, my friend. I would also like to thank Tom Viner and Dong-hee Na for their helpful comments, as well as everyone at Packt who helped us along the way. Most of all, I thank my wife, Debi, for all her love, encouragement, and support.

About the reviewers

Tom Viner is a principal software developer living in London. He has over 13 years' experience in building web applications and has been using Python and Django for 10 years. He has special interests in open-source software, web security, and test-driven development.

I would like to thank Fabrizio Romano and Heinrich Kruger for inviting me to review this book.

Dong-hee Na is a software engineer and an open-source enthusiast. He works at Line Corporation as a backend engineer. He has professional experience in machine learning projects based on Python and C++. As for his open-source work, he focuses on the compiler and interpreter area, especially for Python-related projects. He has been a CPython core developer since 2020.

Preface

The first edition of this book came out on the day of my 40th birthday. It feels like yesterday, but actually it was 6 years ago. In a few weeks, the book became a top seller, and to this day that translates into lovely messages and emails I get from readers all over the world.

A couple of years later, I wrote a second edition. That turned out to be a better book, which kept growing in sales and popularity.

And now here we are, at the third edition, and this time it won't just be me narrating the story, because for this edition I have been joined by my dear friend and colleague, Heinrich Kruger.

Together, we have reworked the book's structure. We removed what we felt didn't fit anymore, and added what we thought would benefit you the most. We have shuffled things around, amended old chapters, and written new ones. We have made sure that both our contributions and our best ideas are on each page you will read. We are both very happy about this.

I always wanted to work on a project like this with Heinrich, for whom I have felt enormous respect since I got to know him. He has brought to this book his unique perspective, his incredible talent as a software developer, and he's helped me with my English too!

Everything has been updated to Python 3.9, but of course most of the code will still work with any recent version of Python 3. The scary chapter about concurrency is gone, and the one on Web programming has been replaced with another which introduces the concept of APIs. We have also added a whole new chapter about packaging Python applications, which we feel is the perfect way to close the book.

We are confident this edition is much better than the previous ones; it's more mature, it tells a better story, and it will take you places.

One thing I am particularly happy about is that the soul of the book is still the same. This is not just a book about Python. This is, first and foremost, a book about programming. A book that aims to convey to you as much information as possible, and sometimes, for practical reasons, it does so by pointing you to the Web to dig deeper, to investigate further.

It is designed to last. It expresses concepts and information in a way that should stand the test of time, for as long as possible. We have put in a great amount of thinking to achieve that.

And it will require you to work hard. The code is available for you to download, and we do encourage you to play with it, expand it, change it, break it, and see things for yourself. We want you to develop critical thinking. We want you to be independent, empowered.

That is the soul of the book, and our hope is that wherever you are in your journey, it will help you go further, become a better programmer, in any way that is possible.

When we received the drafts from the second edition to start working on the third one, I was surprised to notice I could not find myself in those pages. Those pages have shown me how my thinking, and therefore my writing, has changed, in the past few years.

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