Learning Spark

Learning Spark

by Karau, Holden

Type Book
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This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning.--

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Title Statements

  • Full title :Learning Spark / Holden Karau, Andy Konwinski, Patrick Wendell, and Matei Zaharia.

Summary

This book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. You'll learn how to express parallel jobs with just a few lines of code, and cover applications from simple batch jobs to stream processing and machine learning.--

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Edition Statements

  • Publication Date:2015
  • Edition:First edition

Publication Statements

  • Publisher(s):O'Reilly
  • Place of Publication:Beijing
  • Language:eng
  • Publication Date:2015

Notes

Subtitle on cover: Lightning-fast data analysis.

Includes index.

The Physical Object

  • Description:xvi, 256 pages : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9781449358624, 1449358624
  • oclc:ocn844872440
  • LC Classification:QA76.9.D343
  • Dewey Decimal:006.3/12

Table of Contents

Introduction to data analysis with Spark -- Downloading Spark and getting started -- Programming with RDDs -- Working with key/value pairs -- Loading and saving your data -- Advanced Spark programming -- Running on a cluster -- Tuning and debugging Spark -- Spark SQL -- Spark streaming -- Machine learning with MLlib.

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Subjects

Apprentissage automatique Big data Computers and IT Data Mining Data mining -- Computer programs Datorprogram Données massives Données volumineuses Exploration de données (Informatique) -… Logiciels libres Nonfiction Spark (Electronic resource : Apache Sof…

Writers

Karau, Holden Konwinski, Andy Wendell, Patrick Zaharia, Matei

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