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Bewertung und Feedback des Lernenden für Parallele Programmierung von École Polytechnique Fédérale de Lausanne

1,823 Bewertungen

Über den Kurs

With every smartphone and computer now boasting multiple processors, the use of functional ideas to facilitate parallel programming is becoming increasingly widespread. In this course, you'll learn the fundamentals of parallel programming, from task parallelism to data parallelism. In particular, you'll see how many familiar ideas from functional programming map perfectly to to the data parallel paradigm. We'll start the nuts and bolts how to effectively parallelize familiar collections operations, and we'll build up to parallel collections, a production-ready data parallel collections library available in the Scala standard library. Throughout, we'll apply these concepts through several hands-on examples that analyze real-world data, such as popular algorithms like k-means clustering. Learning Outcomes. By the end of this course you will be able to: - reason about task and data parallel programs, - express common algorithms in a functional style and solve them in parallel, - competently microbenchmark parallel code, - write programs that effectively use parallel collections to achieve performance Recommended background: You should have at least one year programming experience. Proficiency with Java or C# is ideal, but experience with other languages such as C/C++, Python, Javascript or Ruby is also sufficient. You should have some familiarity using the command line. This course is intended to be taken after Functional Program Design in Scala:



23. Apr. 2018

The course is fairly advanced and you would need to review the materials many times to understand the concept. The assignments are definitely fun and not as straightforward as other courses.


24. Aug. 2017

Superb study material. Learnt a lot during this course. I am not much into mathematical stuff, but got a hang of how to break problems and improve efficiency through parallelism.

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76 - 100 von 270 Bewertungen für Parallele Programmierung

von Srdjan K

25. Okt. 2016

Pro: A very good course for those who are already experienced in Scala

Con: Only 4 weeks long :)

von Artur R

24. Mai 2018

This is one of the most dense and solid courses on Coursera and I really enjoyed tackling it

von Oleksandr M

30. Mai 2017

Problems of data structures for parallel computation are explained very well in this course.

von Richard Q

23. Juli 2016

A very good hands-on course. It's the best parallel programming on line course so far I see.

von 李帅

29. Apr. 2019

Perfect! Learning Parallel Programming, I can learn more about Spark and Flink. Thanks

von Jose R

28. Sep. 2016

It's hard enought to test your skills in Scala parallel programming, results pay off.

von Dmitriy B

8. Aug. 2017

Excellent course with great combination of theory and practical Scala assignments!

von Konstantin S

7. Juli 2016

I think it is a nice introduction course into the parallel programming. Thanks.

von yassine a

13. Nov. 2017

very good, but need to focus a little bit on how to create tasks and threads

von Sudipto C

30. Juni 2020

More test cases in assignments would help in testing and verifying the code

von Jaeyeol S

13. Sep. 2016

Somewhat difficult course, but good to first learn parallel programming.

von joe

22. Jan. 2017

Class was great but the last week's homework was incredibly difficult!

von Hyun-joo K

26. Juni 2016

Great introductory course for parallelism with Scala's elegant codes.

von Sviridenko K

26. März 2019

Amazing practice assignments! It was very interesting to solve them.

von Marek D

2. Aug. 2016

Great course. I learned things that I didn't think were possible.

von Andronik

31. Juli 2016

Programming assignments are somewhat challenging, but it's fun :)

von Eugene K

16. Feb. 2017

Good overall presentation of core algorithms and ideas

von Fernando

6. Juni 2018

Great insight to the Parallel programming in Scala.

von Shiyan C

25. März 2018

Wish we could have more assignments and test cases!

von Emiliyan T

9. Apr. 2017

excellent explanation of the logic behind the scene

von Roman M

23. Juni 2016

I've got something new for myself. So I am happy :)

von hcy

14. März 2017

very great lecture, but some homework is too easy.

von Mike D

3. Nov. 2016

great course on paralell programming introduction.

von Vikram K

29. Juni 2016

Great material.... easy to understand examples...

von Esa A

11. Apr. 2022

Good course whose details may take some time.