Neuware - A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code.With its emphasis on project-based practice, Real World Python will take you from playing with syntax to writing complete programs in no time. You'll conduct experiments, explore statistical concepts, and solve novel problems that have frustrated geniuses throughout history, like detecting distant exoplanets, as you continue to build your Python skills.Chapters begin with a clearly defined project goal and a discussion of ways to attack the problem, followed by a mission designed to make you think like a programmer. You'll direct a Coast Guard search-and-rescue effort, plot and execute a NASA flight to the moon, protect access to a secure lab using facial recognition, and more. Along the way you'll learn how to: Use libraries like matplotlib, NumPy, Bokeh, pandas, Requests, Beautiful Soup, and turtle Work with Natural Language Processing and computer vision modules like NLTK and OpenCV Write a program to detect and track objects moving across a starfield Scrape speeches from the internet and autosummarize them Use the Mars Orbiter Laser Altimeter (MOLA) map to select spacecraft landing sites Survive a zombie apocalypse with the aid of data-plotting and visualization toolsThe book's programs are beginner-friendly, but as you progress you'll learn more sophisticated techniques to help you grow your coding capabilities. Once your missions are accomplished, you'll be ready to solve real-world problems with Python on your own.

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Bibliographic Details

Title: Real-World Python : A Hacker's Guide to Solving Problems with Code
Publisher: Random House LLC US Nov 2020
Publication Date: 2020
Language: English
ISBN 10: 1718500629
ISBN 13: 9781718500624
Binding: Taschenbuch
Condition: Neu
Dimensions: 236 millimeters width by 175 millimeters height by 25 millimeters depth
Weight: 690 grams

About this title

Synopsis

A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. <p/>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. <p/>Through a series of hands-on projects, you'll investigate real-world problems and determine the best programming strategies to solve them. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, and matplotlib, and learn to harness powerful Python tools like computer vision, data analysis, and language processing. You'll learn to create complex, professional-grade programs and think through intriguing projects that show you how to: <p/> - Save shipwrecked sailors with an algorithm designed to prove the existence of God
- Detect asteroids and comets moving against a starfield
- Program a robot sentry gun to shoot monsters and spare humans
- Select landing sites for a Mars probe using real NASA maps
- Send unbreakable messages written in a book code
- Escape the walking dead 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! <p/>If you're tired of learning the bare essentials of Python Programming with examples taken out of context, you'll relish the relevant and geeky fun of Real-World Python!

About the Author

Lee Vaughan is a programmer, pop culture enthusiast, educator, and author of Impractical Python Projects (No Starch Press, 2018). As an executive-level scientist at ExxonMobil, he constructed and reviewed computer models, developed and tested software, and trained geoscientists and engineers. He wrote both Impractical Python Projects and Real World Python to help self-learners hone their Python skills and have fun doing it!

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