Apache Spark 2.x Machine Learning Cookbook

by Amirghodsi, Siamak

Type Book

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Title Statements

Full title :Apache Spark 2.x Machine Learning Cookbook.

Edition Statements

Publication Date:2016.

Publication Statements

Publisher(s):Packt Publishing
Place of Publication:Birmingham
Language:eng
Publication Date:2016.

Notes

Transforming RDDs with set operation APIs.

The Physical Object

Description:1 online resource (658 pages)

Edition Identifiers

ISBN:9781782174608, 1782174605
oclc:on1005006117
LC Classification:QA76.9.D343
Dewey Decimal:006.312

Cover; Title Page; Copyright; Credits; About the Authors; About the Reviewer; www.PacktPub.com; Customer Feedback; Table of Contents; Preface; Chapter 1: Practical Machine Learning with Spark Using Scala; Introduction; Apache Spark; Machine learning; Scala; Software versions and libraries used in this book; Downloading and installing the JDK; Getting ready; How to do it ... ; Downloading and installing IntelliJ; Getting ready; How to do it ... ; Downloading and installing Spark; Getting ready; How to do it ... ; Configuring IntelliJ to work with Spark and run Spark ML sample codes; Getting ready.

How to do it ... There's more ... ; See also; Running a sample ML code from Spark; Getting ready; How to do it ... ; Identifying data sources for practical machine learning; Getting ready; How to do it ... ; See also; Running your first program using Apache Spark 2.0 with the IntelliJ IDE; How to do it ... ; How it works ... ; There's more ... ; See also; How to add graphics to your Spark program; How to do it ... ; How it works ... ; There's more ... ; See also; Chapter 2: Just Enough Linear Algebra for Machine Learning with Spark; Introduction; Package imports and initial setup for vec…