Spark Graphx in Action Contributor(s): Malak, Michael (Author), East, Robin (Author) |
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ISBN: 1617292524 ISBN-13: 9781617292521 Publisher: Manning Publications OUR PRICE: $47.49 Product Type: Paperback - Other Formats Published: July 2016 |
Additional Information |
BISAC Categories: - Computers | Computer Graphics - Computers | Digital Media - General - Computers | Computer Science |
Dewey: 006.6 |
Physical Information: 0.5" H x 7.3" W x 9.2" (1.00 lbs) 280 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Summary Spark GraphX in Action starts out with an overview of Apache Spark and the GraphX graph processing API. This example-based tutorial then teaches you how to configure GraphX and how to use it interactively. Along the way, you'll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology GraphX is a powerful graph processing API for the Apache Spark analytics engine that lets you draw insights from large datasets. GraphX gives you unprecedented speed and capacity for running massively parallel and machine learning algorithms. About the Book Spark GraphX in Action begins with the big picture of what graphs can be used for. This example-based tutorial teaches you how to use GraphX interactively. You'll start with a crystal-clear introduction to building big data graphs from regular data, and then explore the problems and possibilities of implementing graph algorithms and architecting graph processing pipelines. Along the way, you'll collect practical techniques for enhancing applications and applying machine learning algorithms to graph data. What's Inside
About the Reader Readers should be comfortable writing code. Experience with Apache Spark and Scala is not required. About the Authors Michael Malak has worked on Spark applications for Fortune 500 companies since early 2013. Robin East has worked as a consultant to large organizations for over 15 years and is a data scientist at Worldpay. Table of Contents
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Contributor Bio(s): East, Robin: - Robin East has worked as a consultant to large organizations for over 15 years and is a data scientist at Worldpay. Malak, Michael: -Michael Malak has worked on Spark applications for Fortune 500 companies since early 2013. Malak: -Michael Malak has worked on Spark applications for Fortune 500 companies since early 2013.East: - Robin East has worked as a consultant to large organizations for over 15 years and is a data scientist at Worldpay. |