高级数据结构与算法

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Coursera online courses
Coursera's online classes are designed to help students achieve mastery over course material. Some of the best professors in the world - like neurobiology professor and author Peggy Mason from the University of Chicago, and computer science professor and Folding@Home director Vijay Pande - will supplement your knowledge through video lectures. They will also provide challenging assessments, interactive exercises during each lesson, and the opportunity to use a mobile app to keep up with yo...
Coursera's online classes are designed to help students achieve mastery over course material. Some of the best professors in the world - like neurobiology professor and author Peggy Mason from the University of Chicago, and computer science professor and Folding@Home director Vijay Pande - will supplement your knowledge through video lectures. They will also provide challenging assessments, interactive exercises during each lesson, and the opportunity to use a mobile app to keep up with your coursework. Coursera also partners with the US State Department to create “learning hubs” around the world. Students can get internet access, take courses, and participate in weekly in-person study groups to make learning even more collaborative. Begin your journey into the mysteries of the human brain by taking courses in neuroscience. Learn how to navigate the data infrastructures that multinational corporations use when you discover the world of data analysis. Follow one of Coursera’s “Skill Tracks”. Or try any one of its more than 560 available courses to help you achieve your academic and professional goals.

Provider Subject Specialization
Humanities
Sciences & Technology
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Course Description

学习了基本的数据结构后,我们已经可以用程序来解决现实中的一些问题了。但是,怎样提升程序在运行效率呢? 如何快速地把图书按序号从小到大整理好?如何通过一个ID编号在数据库中高效地查找相对应的信息?如何迅速找到所有内容中含有“数据结构”的文档?《高级数据结构与算法》将通过使用高级的数据结构和高效的算法,让你学会如何解决这些对运行时间要求比较严格的问题。 高级数据结构和算法能够根据实际情况,满足一些复杂问题对数据规模、运行时间的要求,帮助我们更有效地解决问题。当我们面对实际问题的时候,高级数据结构和算法让我们有更广泛的空间,选择出与问题本身最为契合的数据结构,并利用相关算法来提升运行效率。 完成这门课之时,你将掌握多维数组、广义表、Trie树、AVL树、伸展树等高级数据结构,并结合内排序、外排序、检索、索引有关的算法,高效地解决现实生活中一些比较复杂的应用问题。合理使用这些高级数据结构和相关算法是程序运行效率的关键因素,学好这门课会让你在之后的计算机专业课程以及项目设计中更得心应手,同时也将让你站在更高的角度去理解问题、设计程序。
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