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Download Advanced Analytics with Spark Free Books

"O'Reilly Media, Inc."

English - book pages - ISBN-10: 1491972904 - ISBN-13: 9781491972908

2/5 by 54 votes


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.You’ll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques—including classification, clustering, collaborative filtering, and anomaly detection—to fields such as genomics, security, and finance.If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you’ll find the book’s patterns useful for working on your own data applications.With this book, you will:Familiarize yourself with the Spark programming modelBecome comfortable within the Spark ecosystemLearn general approaches in data scienceExamine complete implementations that analyze large public data setsDiscover which machine learning tools make sense for particular problemsAcquire code that can be adapted to many uses

Reviews

64x64

Michelle Walker

Could not let the book down Sure not a literary master piece, but as one of the reviewers stated, it will keep you turning the pages.

Kelly Mercado

Liked it very much

Kelly Mercado

Enjoyed the whole book can't wait to read the whole series.

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