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Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!

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Description

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 how you can explore math and gain valuable programming skills that you’ll use all through your study of math and computer science. Discover ways 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 the usage of 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 permit you to see how you’ll be able to 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 go back and forth, 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 study room, you’ll find that Python makes programming easy and practical. Let Python take care of the grunt work at the same time as you focus on the math.

Uses Python 3

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