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The Python Workshop
The Python Workshop

The Python Workshop

Learn to code in Python and kickstart your career in software development or data science

€37.99
By Andrew Bird , Dr. Lau Cher Han , Mario Corchero Jiménez , Graham Lee & Corey Wade
Pages 608
Published in Nov 2019
Product Type eBook
Edition 1st Edition
ISBN 9781838984533
The Python Workshop

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Key Benefits

Build key Python skills with engaging development tasks and challenging activities
Implement useful algorithms and write programs to solve real-world problems
Apply Python in realistic data science projects and create simple machine learning models

What You Will Learn

Who Is This Book For?

This book is designed for anyone who is new to the Python programming language. Whether you're an aspiring software engineer or data scientist, or are just curious about learning how to code with Python, this book is for you. No prior programming experience is required.

Book Description

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.
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