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In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example.

You’ll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques—classification, collaborative filtering, and anomaly detection among others—to…


Advanced Analytics With Spark

ISBN 10 : 9781491972908
ISBN 13 : 1491972904

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The author..


Advanced Analytics With Spark

ISBN 10 : 9781491912737
ISBN 13 : 1491912731

In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statist..


Big Data Analytics With Spark

ISBN 10 : 9781484209646
ISBN 13 : 1484209648

Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and general-purpose cluster computing framework for large-scale data analysis..


Machine Learning With Spark

ISBN 10 : 9781783288526
ISBN 13 : 1783288523

If you are a Scala, Java, or Python developer with an interest in machine learning and data analysis and are eager to learn how to apply common machine learning techniques at scale..


Learning Spark

ISBN 10 : 9781449359058
ISBN 13 : 1449359051

Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing sy..


Data Analytics With Hadoop

ISBN 10 : 9781491913758
ISBN 13 : 1491913754

Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployme..


Mastering Apache Spark

ISBN 10 : 9781783987153
ISBN 13 : 1783987154

Gain expertise in processing and storing data by using advanced techniques with Apache Spark About This Book Explore the integration of Apache Spark with third party applications s..