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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 : 9781491912713
ISBN 13 : 1491912715

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..


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..


Advanced Analytics With Spark

ISBN 10 : 1491972955
ISBN 13 : 9781491972953

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


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..


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..


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..


Spark For Python Developers

ISBN 10 : 9781784397371
ISBN 13 : 1784397377

A concise guide to implementing Spark Big Data analytics for Python developers, and building a real-time and insightful trend tracker data intensive app About This Book Set up real..