Algorithms Illuminated Part 2 Graph Algorithms and Data Structures


Algorithms Illuminated (Part 2): Graph Algorithms and Data Structures (Volume 2)
Authors: Tim Roughgarden
ISBN-10 书号: 0999282921
ISBN-13 书号: 9780999282922
Edition 版本: First
Publisher Finelybook 出版日期: 2018-08-05
pages 页数: 221 pages


Book Description
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.

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