Algorithms Illuminated (Part 2) pdf epub mobi txt 電子書下載2025

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出版者:Soundlikeyourself Publishing, LLC

作者:Tim Roughgarden

出品人:

頁數:221

译者:

出版時間:2018-8-5

價格:USD 17.99

裝幀:Paperback

isbn號碼:9780999282922

叢書系列:Algorithms Illuminated

圖書標籤:

算法
數據結構
計算機科學
Algorithm
2018
algorithms
illuminated
part2
computer
science
algorithms
data
structure
machine
learning
mathematics
undergraduate

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具體描述

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms Illuminated is an accessible introduction to the subject for anyone with at least a little programming experience. The exposition emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details---like a transcript of what an expert algorithms tutor would say over a series of one-on-one lessons. The book includes solutions to all quizzes and selected problems, and a series of YouTube videos by the author accompanies the book. Part 2 of this book series covers graph search and its applications, shortest-path algorithms, and the applications and implementation of several data structures: heaps, search trees, hash tables, and bloom filters.

著者簡介

Tim Roughgarden is a Professor of Computer Science and (by courtesy) Management Science and Engineering at Stanford University, where he has taught and researched algorithms since 2004. This book is the second of a four-part series based on his online algorithms courses that have been running regularly since 2012.