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

Autor Lee Vaughan
en Limba Engleză Paperback – 14 dec 2020
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!
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    Specificații

    ISBN-13: 9781718500624
    ISBN-10: 1718500629
    Pagini: 328
    Ilustrații: 1 Illustrations, unspecified
    Dimensiuni: 178 x 235 x 25 mm
    Greutate: 0.68 kg
    Editura: Penguin Random House Group
    Colecția No Starch Press
    Locul publicării:United States

    Descriere

    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 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:

    - 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!

    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!


    Notă biografică

    Lee Vaughan is a programmer, pop culture enthusiast, educator, and author of Impractical Python Projects
    (No Starch Press). As a former executive-level scientist at ExxonMobil, he spent decades constructing and reviewing complex computer models, developed and tested software, and trained geoscientists and engineers.

    Cuprins

    Introduction
    Chapter 1: Saving Shipwrecked Sailors with Bayes’ Rule
    Chapter 2: Attributing Authorship with Stylometry
    Chapter 3: Summarizing Speeches
    Chapter 4: Sending Super Secret Messages
    Chapter 5: Finding Pluto
    Chapter 6: Winning the Moon Race with Apollo 8
    Chapter 7: Selecting Martian Landing Sites
    Chapter 8: Detecting Distant Exoplanets
    Chapter 9: Identifying Friend or Foe
    Chapter 10: Finding a Safe Space
    Chapter 11: Charting Exoplanets
    Chapter 12: Are we Living in an Alien Simulation?
    Appendix: Answers to the practice problems
    Index