Advanced Analytics with Spark (eBook, PDF)

Patterns for Learning from Data at Scale

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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 authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other best practices in Spark programming.Youll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniquesincluding classification, clustering, collabora...

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