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學生對 斯坦福大学 提供的 Graph Search, Shortest Paths, and Data Structures 的評價和反饋

1,891 個評分


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)....




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.



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.


51 - Graph Search, Shortest Paths, and Data Structures 的 75 個評論(共 224 個)

創建者 Vladimir M


Very useful information for thorough programmers. Especially liked analysis of hash tables implementation and handling collisions in real applications.

創建者 Linh T


this course is a lot more difficult and challenging than the first course because of the concepts are more abstract, but it's really interesting!

創建者 Neil S


I like the content and structure of the course. Helped me understand data structures and algorithms even more. Excited to take future courses.

創建者 Qinghua Z


Very useful course! Get deep understanding of some algorithms through the video and programming assignment. Also learn lots of idiom from Tim.

創建者 Stacy I


This course is making me a better programmer. I am more likely con consider the efficiency of my code, as opposed to just getting it to work.

創建者 Mikhail K


It is very interesting course that gives an opportunity to improve the fundamental knowledge and skills that are connected with programming.

創建者 Johnathan F


I love Tim's excitement for algorithms. He really stands out as a quality teacher in his selection of content, explanations and enthusiasm.

創建者 Grigory G


It covers the most common problems in computer programming and gives good program problems for the rigorous learning of the best algorithms

創建者 NoneLand


This course is very good! The professor explain the algorithms in detail , and the programming assignment is challenging!Highly recommend!

創建者 Neeladree C


A brilliant. The first assignment was particularly challenging, and really really interesting. The rest of the course was pretty good too.

創建者 Dilyan M


Very helpful and intuitive. Made me a better programmer overall. I highly recommend it, even if you're not that interested in algorithms.

創建者 Garrett S


Love the course and the instructor. The projects are very interesting, though the first one took a lot of effort to keep from crashing.

創建者 Anway A


Brilliantly explains key concepts in depth and provides a lot of food for thought content . Verbose , sharp and engrossing content !

創建者 Turker C


Excellent course on algorithms and data structures. Weekly assignments are challenging and help you to learn course material better.

創建者 navin m


I had never, earlier, understood heaps and graph traversals so clearly. The way Prof. Tim Roughgarden taught it was just amazing !!

創建者 Fernando L C


Amazing course! Tim Roughgarden is an exceptional teacher! I'm really enjoying reviewing this algorithms and data structures topics

創建者 Krish R


This course nicely explains the various data structures and how it helps in speeding up the solution to some type of problem .

創建者 Arjun B


Was a wonderful experience. Packed with the basic building blocks of the intuitive thinking, problem solvers must live by.

創建者 Nicolae S A


Nice course and exams problems. I recommend this course if you want to understand the basics of graphs, trees and heaps.

創建者 Alexey D


Excellent mix of math (not too much), programming details (probably needs a little bit more) and practical applications!

創建者 Brande G


Excellent Course. The professor has a certain way to explain difficult things and makes them look easy to us, students.

創建者 Kalema A B


Challenging and intuitive course, sent me digging deeper so as to better understand the concepts. Worth every bit

創建者 Johan B


Good course! Well structured and informative lectures. The assignments can be challenging which I think is good!

創建者 Vishwas S


Good course content, helped me utilize, improve my programming skills using my preferred programming i.e Java.

創建者 Jianhui S


Contents very suitable for computer science beginners and the instructor organizes the materials very neatly.