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).
提供:
このコースについて
習得するスキル
- Graphs
- Data Structure
- Algorithms
- Hash Table
提供:

スタンフォード大学(Stanford University)
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States.
シラバス - 本コースの学習内容
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.
レビュー
- 5 stars86.12%
- 4 stars11.60%
- 3 stars1.68%
- 2 stars0.21%
- 1 star0.36%
GRAPH SEARCH, SHORTEST PATHS, AND DATA STRUCTURES からの人気レビュー
The best algorithms course available. More on the theoretical side which in my opinion is more important, if theory is understood, implementation becomes second nature.
Thanks a lot to Prof Roughgarden for great lectures, to course mentors and fellow students for fruitful discussions. It was a hard, but insanely informative course.
Excellent video lectures. Great forums that discuss the problems and programming assignments. Challenging material, with satisfying rewards on finding solutions.
It was an awesome experience to learn from such a teacher. Now I have a much clear view of the graph algorithms. I have enjoyed this course. Thanks to Stanford for offering this course.
アルゴリズム専門講座について
Algorithms are the heart of computer science, and the subject has countless practical applications as well as intellectual depth. This specialization is an introduction to algorithms for learners with at least a little programming experience. The specialization is rigorous but emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details. After completing this specialization, you will be well-positioned to ace your technical interviews and speak fluently about algorithms with other programmers and computer scientists.

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