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.
Este curso forma parte de Programa especializado: Functional Programming in Scala
Ofrecido Por
Programa especializado: Functional Programming in ScalaÉcole Polytechnique Fédérale de LausanneAcerca de este Curso
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Prueba Coursera para negociosHabilidades que obtendrás
- Data Structure
- Parallel Computing
- Data Parallelism
- Parallel Algorithm
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Prueba Coursera para negocios
Ofrecido por
Programa - Qué aprenderás en este curso
Parallel Programming
Basic Task Parallel Algorithms
Data-Parallelism
Data Structures for Parallel Computing
Reseñas
- 5 stars59,68 %
- 4 stars28,41 %
- 3 stars9,16 %
- 2 stars2,02 %
- 1 star0,71 %
Principales reseñas sobre PROGRAMACIÓN PARALELA
Very challenging course, the assignments are more about practising using parallel programming, would be better to design an assignment to implement the parallel programming.
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
I really learned to think of parallelism in different ways. My only issue was that a lot of the exercises required good spatial skills which are not my strength. Somehow though I passed.
Assignments are focused on problem-solving rather than the importance of parallelism, missing the point of the lecture. It is a Scala course, so it is always fun!
Acerca de Programa especializado: Functional Programming in Scala
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