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The Python Workshop

You're reading from   The Python Workshop Learn to code in Python and kickstart your career in software development or data science

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Product type Paperback
Published in Nov 2019
Publisher Packt
ISBN-13 9781839218859
Length 608 pages
Edition 1st Edition
Languages
Tools
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Authors (6):
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Andrew Bird Andrew Bird
Author Profile Icon Andrew Bird
Andrew Bird
Graham Lee Graham Lee
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Graham Lee
Corey Wade Corey Wade
Author Profile Icon Corey Wade
Corey Wade
Dr. Lau Cher Han Dr. Lau Cher Han
Author Profile Icon Dr. Lau Cher Han
Dr. Lau Cher Han
Olivier Pons Olivier Pons
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Olivier Pons
Mario Corchero Jiménez Mario Corchero Jiménez
Author Profile Icon Mario Corchero Jiménez
Mario Corchero Jiménez
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Table of Contents (13) Chapters Close

Preface 1. Vital Python – Math, Strings, Conditionals, and Loops 2. Python Structures FREE CHAPTER 3. Executing Python – Programs, Algorithms, and Functions 4. Extending Python, Files, Errors, and Graphs 5. Constructing Python – Classes and Methods 6. The Standard Library 7. Becoming Pythonic 8. Software Development 9. Practical Python – Advanced Topics 10. Data Analytics with pandas and NumPy 11. Machine Learning Appendix

Introduction

Software development goes beyond writing code. In previous Chapter 7, Becoming Pythonic you were introduced to the idea of being Pythonic. When you write software as professionals, we expect the code to be up to a certain standard and to be able to manage and distribute that code in a way that can be easily consumed by other developers.

In this chapter, you will go through the various concepts and tools that allow you to elevate the level of your source code and applications. You will examine Python tools that every Python developer uses for testing, writing documentation, packaging their code, and version control, as well as learning about techniques that allow us to debug issues that occur in existing code. Additionally, you will write tests to validate our assumptions and implementations of our code. These are all concepts and tools that are key to any successful developer in any company, as they allow developers to develop and collaborate effectively. Finally, you...

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