Nelson, T: Practical Computing For Everyone

Quickly learn the fundamentals of computational methods. Not just a single topic like programming or data science, but a well rounded skill-set including programming, command line computing, machine learning and data science.
Whether you're a hobbyist, student or an expert in another field that needs to learn how to solve a problem, this book is your essential companion to mastering practical computing.
In this accessible and comprehensive guide, you'll discover:
- Fundamental Concepts Made Simple: Say goodbye to technical jargon! This book breaks down complex ideas into easy-to-understand language, so you can build a strong foundation.
- Hands-On Learning: Dive right in with step-by-step tutorials and exercises that empower you to apply what you learn immediately.
- Essential Tools and Techniques: From Python programming and command line computing to machine learning, this book covers it all, ensuring you are equipped to handle any computing challenge.
- Practical Applications: Explore real-world examples and case studies that show how computing can help you solve interesting and important problems. You can't learn computing just by reading about it.
- Future-Proof Your Knowledge: Learn how to teach yourself once you have a solid foundation. Get a glimpse of emerging trends in computing to stay ahead of the curve.
This is more than just a book; it's your ticket to becoming a confident, capable computational scientist. Whether you want to streamline your daily tasks, solve a difficult problem, or pursue a career in technology, this guide has you covered.
No matter your situation in life, practical computing is within your reach. This book uses all free and open-source tools to ensure there are no barriers to entry. Let this book be your guide on the path to digital empowerment.
Some of the topics we'll study:
Python programming
Using AI to help you write code
Linux command line computing
Shell scripting
Data science
Machine Learning
Several real-world project challenges to practice your skills