Doing Math with Python: Use Programming to Explore Algebra, Statistics, Calculus, and More!
86% of respondents would recommend this to a friend
TWD 1566
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Discover new ways to explore math and gain valuable programming skills
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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 functionsCreative 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
| 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 (530 grams) |
| Dimensions | 7.05 x 0.67 x 9.25 inches (17.9 x 1.7 x 23.5 cm) |
Who Should Buy?
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Students Learning Math
Ideal for students who want to understand mathematical concepts through practical programming examples using Python.
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Aspiring Data Scientists
Perfect for individuals looking to use mathematical principles in data analysis and visualization with Python programming.
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Educators and Instructors
Useful for teachers seeking innovative ways to teach math concepts interactively through programming and computation.
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Beginner Programmers
Not suitable for those without any prior programming experience, as it assumes basic knowledge of Python.
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Python Editorial Review
The "Doing Math with Python" book is a great resource for anyone trying to understand math concepts and programming skills. The book eases readers into the topic with introductory python interpreter equations on the fly then gradually progresses to writing programs covering high school and early college level math. The author includes well-thought-out exercises, complete with downloadable code. Furthermore, it is suitable for high school students who want to learn more about math, statistics, and physics beyond the classroom setting and self-learners. However, some high-level math concepts, including trigonometric functions and Fourier analysis, need further explanation, and the Anaconda installation appendix needs updating, according to a review. Additionally, delivery and packaging were satisfactory, but one review expressed frustration with the Kindle's incomplete version of the book.
Customer Reviews & Ratings
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優點
- Great resource for understanding math and programming concepts
- Gradual progression from introductory to advanced concepts
- Well-thought-out exercises with downloadable codes
- Suitable for high school students and self-learners
缺點
- Some high-level math concepts need further explanation
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TWD 1566
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特色和優勢
- Learn high school level math topics using Python
- Describe data with software
- Learn Set theory and probability
- Solve algebra problems and draw geometric shapes
- Practice with coding challenges and applied examples
- Python 3 based
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