课程信息
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第 3 门课程(共 5 门)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为16 小时

建议:6 hours/week...

英语(English)

字幕:英语(English)

您将获得的技能

Data StructureParallel ComputingData ParallelismParallel Algorithm
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第 3 门课程(共 5 门)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为16 小时

建议:6 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 12 小时

Parallel Programming

9 个视频 (总计 106 分钟), 5 个阅读材料, 3 个测验
9 个视频
Introduction to Parallel Computing15分钟
Parallelism on the JVM I13分钟
Parallelism on the JVM II8分钟
Running Computations in Parallel13分钟
Monte Carlo Method to Estimate Pi4分钟
First-Class Tasks7分钟
How Fast are Parallel Programs?24分钟
Benchmarking Parallel Programs17分钟
5 个阅读材料
Tools Setup10分钟
Eclipse Tutorial10分钟
IntelliJ IDEA Tutorial10分钟
Sbt Tutorial10分钟
Submitting Solutions10分钟
2
完成时间为 8 小时

Basic Task Parallel Algorithms

6 个视频 (总计 100 分钟), 2 个测验
6 个视频
Data Operations and Parallel Mapping18分钟
Parallel Fold (Reduce) Operation18分钟
Associativity I14分钟
Associativity II17分钟
Parallel Scan (Prefix Sum) Operation24分钟
3
完成时间为 7 小时

Data-Parallelism

5 个视频 (总计 51 分钟), 2 个测验
5 个视频
Data-Parallel Operations I6分钟
Data-Parallel Operations II8分钟
Scala Parallel Collections15分钟
Splitters and Combiners7分钟
4
完成时间为 7 小时

Data Structures for Parallel Computing

5 个视频 (总计 57 分钟), 2 个测验
5 个视频
Parallel Two-phase Construction14分钟
Conc-tree Data Structure14分钟
Amortized, Constant-time Append Operation11分钟
Conc-Tree Combiners4分钟
4.5
240 个审阅Chevron Right

24%

完成这些课程后已开始新的职业生涯

22%

通过此课程获得实实在在的工作福利

来自并行编程的热门评论

创建者 ALApr 24th 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.

创建者 RCAug 25th 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.

讲师

Avatar

Prof. Viktor Kuncak

Associate Professor
School of Computer and Communication Sciences
Avatar

Dr. Aleksandar Prokopec

Principal Researcher
Oracle Labs

关于 洛桑联邦理工学院

关于 Functional Programming in Scala 专项课程

Discover how to write elegant code that works the first time it is run. This Specialization provides a hands-on introduction to functional programming using the widespread programming language, Scala. It begins from the basic building blocks of the functional paradigm, first showing how to use these blocks to solve small problems, before building up to combining these concepts to architect larger functional programs. You'll see how the functional paradigm facilitates parallel and distributed programming, and through a series of hands on examples and programming assignments, you'll learn how to analyze data sets small to large; from parallel programming on multicore architectures, to distributed programming on a cluster using Apache Spark. A final capstone project will allow you to apply the skills you learned by building a large data-intensive application using real-world data....
Functional Programming in Scala

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