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Back to Graph Search, Shortest Paths, and Data Structures

Learner Reviews & Feedback for Graph Search, Shortest Paths, and Data Structures by Stanford University

1,962 ratings

About the Course

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)....

Top reviews


Oct 30, 2021

The course was very interesting. As a person who struggles with problem-solving, I found this course very helpful because the professor's ideas are well explained. It makes me to learn more.


Mar 29, 2020

Awesome course! Professor Roughgarden is fantastic. The material was appropriately challenging. Perfect amount of rigor. Only one minor squabble: the hash problem set is terribly misleading.

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101 - 125 of 236 Reviews for Graph Search, Shortest Paths, and Data Structures

By vacous

Dec 29, 2017

Very solid contents, hope the programming assignments can be more challenging

By badrinath r

Nov 21, 2017

Fantastic course. Learned a lot, especially from the programming assignments.

By Peregrine D

Nov 14, 2019

Overall well pitched course. One questionable assignment given the context.

By Minyue D

May 24, 2017

Really love this course! Really informative and nice homework assignment!

By Mrunal N S

Mar 5, 2023

I think the course taught me a lot of things. i learnt a lot. thank you.

By Shivaranjani G

Jun 17, 2021

Awesome. learn lots of problem solving methods. Help me in my research.

By David D

Aug 24, 2020

A really great course. Although the last PA was not really my favorite.

By Aishwarya R

Jul 17, 2019

Learnt about graphs, trees, heaps, hashing! The course is enlightening.

By Frank J M

Sep 19, 2019

Great course. The programming problems really added to the material.

By Manoj K

Jun 17, 2020

Great Course for an intermediate understanding of graph algorithms.

By Albert P

Jul 13, 2022

Very instructive on the theory of data strctures. Great instructor

By Jonathan H

May 19, 2018

One of the best specializations on this site. Highly recommended!

By Trong N

Jul 28, 2017

Lots of basic data structures covered. Very good introduction!

By KengHwee

Aug 14, 2020

Great introduction to graph structures, had fun learning :)

By M.H R

Apr 8, 2024

Great course with a deep understanding of graph concepts

By Jayana G

Aug 9, 2021

A highly recommomded course for every CS and SE student.

By Anil K M

Dec 25, 2017

One of the most important courses in the specialization.

By Yiming Z

Jul 26, 2018

A Great course! Just feel excited to continue learning!

By Julius S

Jun 6, 2017

Good introductory coverage and challenging assignments.

By Pratik P

Sep 1, 2019

Really cleared some vital concepts on Data Strucctures

By Tong L

Dec 16, 2017

very nice!! excellent professor! excellent courses!!!

By Kozlov V

Jun 26, 2020

Even better than the first course in specialization!

By Jamie J S

Feb 3, 2017

I learned a lot lot lot, no more to say. Fantastic.

By Shisheng Z

Apr 19, 2020

Very helpful and informative. Thank you so much!

By Xiaohui X

Oct 7, 2019

Excellent course !!! Thank you, dear professor !