Real-World Python (1 ed)

Real-World Python: A Hacker's Guide to Solving Problems with Code

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!