Real-World Python: A Hacker's Guide to Solving Problems with Code
Autor Lee Vaughanen Limba Engleză Paperback – 14 dec 2020
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:
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-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
(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
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