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Fast Data Processing with Spark 2 - Third Edition
: Fast Data Processing with Spark 2 - Third Edition
: Krishna Sankar
: Packt Publishing
: 2016
: 274
: PDF
: 31 Mb
: English

Learn how to use Spark to process big data at speed and scale for sharper analytics. Put the principles into practice for faster, slicker big data projects.

When people want a way to process Big Data at speed, Spark is invariably the solution. With its ease of development (in comparison to the relative complexity of Hadoop), its unsurprising that its becoming popular with data analysts and engineers everywhere.

Beginning with the fundamentals, well show you how to get set up with Spark with minimum fuss. Youll then get to grips with some simple APIs before investigating machine learning and graph processing throughout well make sure you know exactly how to apply your knowledge.

You will also learn how to use the Spark shell, how to load data before finding out how to build and run your own Spark applications. Discover how to manipulate your RDD and get stuck into a range of DataFrame APIs. As if thats not enough, youll also learn some useful Machine Learning algorithms with the help of Spark MLlib and integrating Spark with R. Well also make sure youre confident and prepared for graph processing, as you learn more about the GraphX API.







: bhaer 27-10-2016, 23:40 | |
 
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