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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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Toc

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

Summary

In this chapter, you have seen that software development is more than just writing code in Python. When you want to elevate your code further than a simple script on our computer, you need to know how to troubleshoot it, distribute it, document it, and test it. The Python ecosystem provides us with tools to do all of these things. You have learned how to troubleshoot code using pdb and steps on how to identify and narrow down a problem by inspecting logs and the input. You have also learned how to write automated tests and the importance of them.

You saw how you can package our code to be distributed across the internet, how we can also document those packages to make them easier to use and consume by your final users, and finally, how to use git to manage changes as your code evolves.

In the next chapter, you we will touch on some more advanced topics; some of them build on top of what you just learned. You will explore things such as how to take the code we just wrote...

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