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Dive Into Algorithms

Dive Into Algorithms
出版时间:2021.1
官网链接:No Starch Press
下载地址:百度网盘(PDF+EPUB+MOBI)
提取码    :v6pb

内容简介:

Dive Into Algorithms is a wide-ranging, Pythonic tour of many of the world’s most interesting algorithms. With little more than a bit of computer programming experience and basic high-school math, you’ll explore standard computer science algorithms for searching, sorting, and optimization; human-based algorithms that help us determine how to catch a baseball or eat the right amount at a buffet; and advanced algorithms like ones used in machine learning and artificial intelligence. You’ll even explore how ancient Egyptians and Russian peasants used algorithms to multiply numbers, how the ancient Greeks used them to find greatest common divisors, and how Japanese scholars in the age of samurai designed algorithms capable of generating magic squares.

You’ll explore algorithms that are useful in pure mathematics and learn how mathematical ideas can improve algorithms. You’ll learn about an algorithm for generating continued fractions, one for quick calculations of square roots, and another for generating seemingly random sets of numbers.

You’ll also learn how to:

Once you’ve finished this book you’ll understand how to code and implement important algorithms as well as how to measure and optimize their performance, all while learning the nitty-gritty details of today’s most powerful algorithms.

Author Bio

Bradford Tuckfield, PhD, is a data scientist and consultant. The author of Applied Unsupervised Learning with R, his research has appeared in top academic journals in math, business management, and medicine. He has also written essays about culture for magazines and policy journals.

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