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.
Ce cours fait partie de la Spécialisation Functional Programming in Scala
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Spécialisation Functional Programming in ScalaÉcole polytechnique fédérale de LausanneÀ propos de ce cours
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- Data Structure
- Parallel Computing
- Data Parallelism
- Parallel Algorithm
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Programme de cours : ce que vous apprendrez dans ce cours
Parallel Programming
Basic Task Parallel Algorithms
Data-Parallelism
Data Structures for Parallel Computing
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- 5 stars59,68 %
- 4 stars28,41 %
- 3 stars9,16 %
- 2 stars2,02 %
- 1 star0,71 %
Meilleurs avis pour PROGRAMMATION PARALLÈLE
Very challenging course, the assignments are more about practising using parallel programming, would be better to design an assignment to implement the parallel programming.
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.
At its begining, this training doesn't look as polished and refined as the previous ones animated by Martin Odersky, but it quickly catch up with very efficient lessons and great practice exercises.
excellent course, a good way to showcase how scala is well suited to patallel programming.
The course itself is very practical and the instructors are very knowledgeable
À propos du Spécialisation Functional Programming in Scala
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