Real World Python
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Real-World Python
A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to: Save shipwrecked sailors with an algorithm designed to prove the existence of God Detect asteroids and comets moving against a starfield Program a sentry gun to shoot your enemies and spare your friends Select landing sites for a Mars probe using real NASA maps Send unbreakable messages based on a book code Survive a zombie outbreak using data science Discover exoplanets and alien megastructures orbiting distant stars Test the hypothesis that we're all living in a computer simulation And more! If you're tired of learning the bare essentials of Python Programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python!
Python for Beginners
Author: Greyson Chesterfield
language: en
Publisher: Independently Published
Release Date: 2025-03-08
Python for Beginners: Learn Programming from Scratch with Real-World Projects is your comprehensive, step-by-step guide to learning Python, the most versatile programming language today. Whether you're completely new to programming or looking to expand your skills, this book offers a hands-on approach to mastering Python with easy-to-understand explanations, practical examples, and real-world projects. With a focus on Python basics, data science, and web development, this book will give you the essential skills to create your own programs, analyze data, and develop dynamic websites. By the end of this guide, you'll have the confidence to apply Python in various fields like web development, automation, and data analysis. Inside, you'll discover: Python Basics: Learn the core principles of Python programming, including variables, data types, operators, conditionals, loops, and functions. Understand how to write and execute your first Python programs. Object-Oriented Programming (OOP): Dive into the world of OOP with Python, learning key concepts like classes, objects, inheritance, and polymorphism to organize and manage your code more efficiently. Real-World Python Projects: Apply what you've learned through practical projects such as building a to-do list app, a weather app, and a simple game, giving you hands-on experience with Python. Introduction to Data Science: Learn how to use Python for data analysis with libraries like Pandas and NumPy, and get started with data visualization using Matplotlib. Web Development with Python: Explore the basics of web development by learning how to build web applications using frameworks like Flask and Django, and integrate your applications with databases using SQLAlchemy. Problem-Solving and Debugging: Learn strategies for problem-solving and debugging to ensure your code runs smoothly and efficiently. By the end of this book, you'll be able to write clean, readable Python code and apply your skills to a wide variety of projects, from web development to data science, opening up new possibilities for your programming journey.
Hands-On Python Projects
Author: Amara Hawthorn
language: en
Publisher: Independently Published
Release Date: 2025-06-27
Unlock the true power of Python with Hands-on Python Projects-your practical gateway to building real-world applications that solve everyday problems and power tomorrow's innovations. Designed for developers of all levels, this project-based guide takes you beyond syntax and into the world of actual development, where you'll code, create, and deploy powerful Python solutions. Inside this best-selling book, you'll build interactive web apps, data-driven dashboards, automation tools, machine learning models, APIs, games, and more-all using Python 3 and the latest libraries and frameworks. Whether you're aiming to become a software developer, data scientist, or automation engineer, every project is crafted to boost your confidence, sharpen your skills, and prepare you for real-world challenges. What You'll Build: Task automation scripts for real-life productivity RESTful APIs using Flask and FastAPI Full-stack web apps with Django and SQLite Data visualization dashboards with Pandas and Plotly Machine learning tools using Scikit-learn and TensorFlow Interactive games using Pygame And many more hands-on solutions! Packed with step-by-step instructions, clean code examples, and expert tips, this book bridges the gap between theory and practical mastery. Whether you're learning Python for the first time or sharpening your professional skills, Hands-on Python Projects is your ultimate guide to building, innovating, and thriving with Python 3 and beyond.