More than just a Python guide for beginners, The Python Workshop takes you through the full spectrum of basic to advanced topics, equipping you with the skills you need to get started with data science and more. Filled with practical step-by-step examples and interactive exercises, you'll learn by doing as you grow your new Python skillset.

Learn the fundamentals of clean, effective Python coding and build the practical skills to tackle your own software development or data science projects

Key Features

• 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

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.

What you will learn

• Write clean and well-commented code that is easy to maintain
• Automate essential day-to-day tasks with Python scripts
• Debug logical errors and handle exceptions in your programs
• Explore data science fundamentals and create engaging visualizations
• Get started with predictive machine learning
• Keep your development process bug-free with automated testing

Who this book is 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.