Advanced Analytics with Spark
Patterns for Learning from Data at Scale
(Paperback)

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Advanced Analytics with Spark: Patterns for Learning from Data at Scale

"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 model

Become comfortable within the Spark ecosystem

Learn general approaches in data science

Examine complete implementations that analyze large public data sets

Discover which machine learning tools make sense for particular problems

Acquire code that can be adapted to many uses



"

AuthorSandy Ryza
BindingPaperback
EAN9789352135714
EditionSecond
ISBN9352135717
Height54 mm
Length900 mm
Width700 mm
Weight103 g
LanguageEnglish
Language TypePublished
Number Of Pages276
Product GroupBook
Publication Date2017-06-30
PublisherShroff/O'Reilly
StudioShroff/O'Reilly
Sales Rank8481

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General information about Advanced Analytics with Spark: Patterns for Learning from Data at Scale
  • The author associated with Advanced Analytics with Spark: Patterns for Learning from Data at Scale is Sandy Ryza.
  • The EAN for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 9789352135714.
  • The edition for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is Second.
  • The ISBN for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 9352135717.
  • The height for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 54 mm.
  • The length for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 900 mm.
  • The width for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 700 mm.
  • The weight for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 103 g.
  • The language for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is English.
  • The binding of Advanced Analytics with Spark: Patterns for Learning from Data at Scale is Paperback.
  • The number of pages for Advanced Analytics with Spark: Patterns for Learning from Data at Scale are 276.
  • Advanced Analytics with Spark: Patterns for Learning from Data at Scale is grouped in Book group of products.
  • The publication date for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 2017-06-30.
  • The publisher for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is Shroff/O'Reilly.
  • The producer for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is Shroff/O'Reilly.
  • The sales rank for Advanced Analytics with Spark: Patterns for Learning from Data at Scale is 8481.
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