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  • Book Overview & Buying The Python Workshop
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The Python Workshop

The Python Workshop

By : Bird, Dr. Lau Cher Han, Mario Corchero Jiménez , Graham Lee, Wade
4.3 (36)
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The Python Workshop

The Python Workshop

4.3 (36)
By: Bird, Dr. Lau Cher Han, Mario Corchero Jiménez , Graham Lee, Wade

Overview of this book

Have you always wanted to learn Python, but never quite known how to start? More applications than we realize are being developed using Python because it is easy to learn, read, and write. You can now start learning the language quickly and effectively with the help of this interactive tutorial. The Python Workshop starts by showing you how to correctly apply Python syntax to write simple programs, and how to use appropriate Python structures to store and retrieve data. You'll see how to handle files, deal with errors, and use classes and methods to write concise, reusable, and efficient code. As you advance, you'll understand how to use the standard library, debug code to troubleshoot problems, and write unit tests to validate application behavior. You'll gain insights into using the pandas and NumPy libraries for analyzing data, and the graphical libraries of Matplotlib and Seaborn to create impactful data visualizations. By focusing on entry-level data science, you'll build your practical Python skills in a way that mirrors real-world development. Finally, you'll discover the key steps in building and using simple machine learning algorithms. By the end of this Python book, you'll have the knowledge, skills and confidence to creatively tackle your own ambitious projects with Python.
Table of Contents (13 chapters)
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Introduction

Python is not just a programming language — it is made up of a community of programmers who use, maintain, and enjoy the Python programming language. As with any community, its members have a shared culture and shared values. The values of the Python community are well summarized in Tim Peter's document The Zen of Python (PEP 20), which includes this statement, among others:

"There should be one — and preferably only one — obvious way to do it."

The Python community has a long history of friendly rivalry with another community of programmers centered around the Perl programming language. Perl was designed around the idea that There Is More Than One Way To Do It (TIMTOWTDI, which is pronounced "Tim Toady"). While Tim Peter's line in PEP 20 is a dig at Perl, it also introduces the idea of pythonicity.

Code is pythonic if it clearly and obviously works the way that a Python programmer would expect it to work. Sometimes...

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The Python Workshop
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