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Advanced Analytics with Spark

By Sandy Ryza

Advanced Analytics with Spark book

Advanced Analytics with Spark

By Sandy Ryza

Only 1 item left in stock
Description
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
Product details
Binding:
Paperback
Edition:
2
Number of Pages:
277
Release Date:
2017-06-23
Publication Date:
2017-08-01
Publisher:
O'Reilly Media
Languages:
Original: English
ISBN10:
1491972955
ISBN13:
9781491972953
Weight:
494 g
Height:
177 cm
Width:
233 cm
Thickness:
20 cm

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The items bear minimal signs of past use, such as light scratches or memories in the form of markings. These signs of wear give the items a charming character and tell stories of their previous owners, while not affecting their functionality.
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