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Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!
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Doing Math with Python shows you how to use Python to delve into high school–level math topics like statistics, geometry, probability, and calculus. You’ll start with simple projects, like a factoring program and a quadratic-equation solver, and then create more complex projects once you’ve gotten the hang of things.
Along the way, you’ll discover new ways to explore math and gain valuable programming skills that you’ll use throughout your study of math and computer science. Learn how to:
–Describe your data with statistics, and visualize it with line graphs, bar charts, and scatter plots
–Explore set theory and probability with programs for coin flips, dicing, and other games of chance
–Solve algebra problems using Python’s symbolic math functions
–Draw geometric shapes and explore fractals like the Barnsley fern, the Sierpinski triangle, and the Mandelbrot set
–Write programs to find derivatives and integrate functions
Creative coding challenges and applied examples help you see how you can put your new math and coding skills into practice. You’ll write an inequality solver, plot gravity’s effect on how far a bullet will travel, shuffle a deck of cards, estimate the area of a circle by throwing 100,000 "darts" at a board, explore the relationship between the Fibonacci sequence and the golden ratio, and more.
Whether you’re interested in math but have yet to dip into programming or you’re a teacher looking to bring programming into the classroom, you’ll find that Python makes programming easy and practical. Let Python handle the grunt work while you focus on the math.
Uses Python 3
Along the way, you’ll discover new ways to explore math and gain valuable programming skills that you’ll use throughout your study of math and computer science. Learn how to:
–Describe your data with statistics, and visualize it with line graphs, bar charts, and scatter plots
–Explore set theory and probability with programs for coin flips, dicing, and other games of chance
–Solve algebra problems using Python’s symbolic math functions
–Draw geometric shapes and explore fractals like the Barnsley fern, the Sierpinski triangle, and the Mandelbrot set
–Write programs to find derivatives and integrate functions
Creative coding challenges and applied examples help you see how you can put your new math and coding skills into practice. You’ll write an inequality solver, plot gravity’s effect on how far a bullet will travel, shuffle a deck of cards, estimate the area of a circle by throwing 100,000 "darts" at a board, explore the relationship between the Fibonacci sequence and the golden ratio, and more.
Whether you’re interested in math but have yet to dip into programming or you’re a teacher looking to bring programming into the classroom, you’ll find that Python makes programming easy and practical. Let Python handle the grunt work while you focus on the math.
Uses Python 3
- ISBN-101593276400
- ISBN-13978-1593276409
- Edition1st
- PublisherNo Starch Press
- Publication dateAugust 1, 2015
- LanguageEnglish
- Dimensions7.05 x 0.67 x 9.25 inches
- Print length264 pages
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Editorial Reviews
Review
"Saha does an excellent job providing a clear link between Python and upper-level math concepts, and demonstrates how Python can be transformed into a mathematical stage. This book deserves a spot on every geometry teacher’s bookshelf."
—School Library Journal
—School Library Journal
About the Author
Amit Saha is a software engineer who has worked for Red Hat and Sun Microsystems. He created and maintains Fedora Scientific, a Linux distribution for scientific and educational users. He is also the author of Write Your First Program (Prentice Hall Learning).
Product details
- Publisher : No Starch Press
- Publication date : August 1, 2015
- Edition : 1st
- Language : English
- Print length : 264 pages
- ISBN-10 : 1593276400
- ISBN-13 : 978-1593276409
- Item Weight : 1.16 pounds
- Dimensions : 7.05 x 0.67 x 9.25 inches
- Best Sellers Rank: #757,636 in Books (See Top 100 in Books)
- #343 in Python Programming
- #1,241 in Computer Programming Languages
- #3,257 in Mathematics (Books)
- Customer Reviews:
About the author
Follow authors to get new release updates, plus improved recommendations.

Amit Saha is a software engineer. Besides programming, he enjoys sharing what he learns by writing beginner friendly articles and books. Most of his writings are strongly influenced by his belief that overriding the jargon in favour of simplicity is usually a good idea. As an author, he also believes in showing the big picture as far as possible before getting into intricate details which may not be necessary for someone learning something for the first time.






















