图搜索、最短路径和数据结构

Graph Search, Shortest Paths, and Data Structures

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斯坦福大学
Coursera
  • 完成时间大约为 18 个小时
  • 中级
  • 英语
注:本课程由Coursera和Linkshare共同提供,因开课平台的各种因素变化,以上开课日期仅供参考

课程概况

The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network analysis).

课程大纲

Week 1

Breadth-first and depth-first search; computing strong components; applications.

Week 2

Dijkstra's shortest-path algorithm.

Week 3

Heaps; balanced binary search trees.

Week 4

Hashing; bloom filters.

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