21,654 次近期查看

## 21%

### 您将获得的技能

Data StructureParallel ComputingData ParallelismParallel Algorithm

1

## Parallel Programming

9 个视频 （总计 106 分钟）, 4 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
How Fast are Parallel Programs?24分钟
Benchmarking Parallel Programs17分钟
4 个阅读材料
Tools Setup10分钟
IntelliJ IDEA Tutorial10分钟
Sbt Tutorial10分钟
Submitting Solutions10分钟
2

## 周 2

6 个视频 （总计 100 分钟）
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

## Data-Parallelism

5 个视频 （总计 51 分钟）
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

## Data Structures for Parallel Computing

5 个视频 （总计 57 分钟）
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
4.4
250 条评论

### 来自并行编程的热门评论

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.

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.

## 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....

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