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學生對 洛桑联邦理工学院 提供的 Big Data Analysis with Scala and Spark 的評價和反饋

4.7
2,366 個評分
488 條評論

課程概述

Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most recently Apache Spark, a fast, in-memory distributed collections framework written in Scala. In this course, we'll see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. We'll cover Spark's programming model in detail, being careful to understand how and when it differs from familiar programming models, like shared-memory parallel collections or sequential Scala collections. Through hands-on examples in Spark and Scala, we'll learn when important issues related to distribution like latency and network communication should be considered and how they can be addressed effectively for improved performance. Learning Outcomes. By the end of this course you will be able to: - read data from persistent storage and load it into Apache Spark, - manipulate data with Spark and Scala, - express algorithms for data analysis in a functional style, - recognize how to avoid shuffles and recomputation in Spark, 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 Parallel Programming: https://www.coursera.org/learn/parprog1....

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CC

Jun 08, 2017

The sessions where clearly explained and focused. Some of the exercises contained slightly confusing hints and information, but I'm sure those mistakes will be ironed out in future iterations. Thanks!

BP

Nov 29, 2019

Excellent overview of Spark, including exercises that solidify what you learn during the lectures. The development environment setup tutorials were also very helpful, as I had not yet worked with sbt.

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201 - Big Data Analysis with Scala and Spark 的 225 個評論(共 471 個)

創建者 Deleted A

Aug 21, 2017

It's a great course for those who want to learn Apache Spark.

創建者 Parker G

Apr 10, 2017

Great course! The powerpoint/slides/pdfs are a GREAT resource

創建者 Carsten I

Jun 30, 2019

Excellent class, very well stuctured, clear and informative.

創建者 Murat A

Jan 20, 2019

It was very challenging, but also informative. Thanks a lot.

創建者 Manoj K

Aug 27, 2017

This course make me to fall in love with SPARK framework :)

創建者 Sivakumar P

Nov 29, 2018

Course is very useful to understand Spark and Scala things.

創建者 Ravishankar N N

Sep 15, 2017

Superb course..very detailed and useful.. highly recommend

創建者 Ravi S

Jul 06, 2017

Course material is pretty good. Week 2 assignment is hard.

創建者 Nikhil R

Nov 09, 2019

Helpful for anyoe who wants to start with basics of Spark

創建者 Art P

Mar 10, 2018

Thank you! Some additional examples would be appreciable.

創建者 Evaldas M

Apr 08, 2017

great course, finally understand what spark is all about!

創建者 GIORGIO L

May 28, 2020

Very good course to understand Apache Spark using scala.

創建者 Charmy G

Jan 13, 2020

Loved it all!! Thanks for the good information on Spark.

創建者 Ismail A I

Apr 09, 2017

A very interesting and useful course.

Highly Recommended!

創建者 sheng w

Jan 10, 2019

Very useful course and great materials and assignments.

創建者 Pushkin G

May 06, 2018

Very useful lessons. Great way to get started on Spark.

創建者 Faiaz S

Jul 13, 2017

There is some little mistakes in course(like on slides)

創建者 Fabian D A

Apr 28, 2020

Excellent material and challenging exercises, love it!

創建者 Mohamed R A

Jun 30, 2020

Amazing course, thanks for the professor and Coursera

創建者 Anand S

Aug 14, 2018

good implementation of programming knowledge recieved

創建者 Oleg O

Jul 29, 2017

Good course, but sometime there are too much details.

創建者 Ravikumar

Apr 09, 2017

It is very good course material for Spark with scala.

創建者 Dmitriy K

Mar 20, 2017

Thanks Heather! You did a great job with this course.

創建者 Robson R S P

Apr 13, 2020

If you are a spark beginner, this is a great course.

創建者 Alexey A

Jul 13, 2019

The most interesting course in whole specialization.