Apache Mahout Cookbook. (Record no. 83526)

MARC details
000 -LEADER
fixed length control field 07116nam a22004573i 4500
001 - CONTROL NUMBER
control field EBC1343640
003 - CONTROL NUMBER IDENTIFIER
control field MiAaPQ
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20191126113644.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191125s2013 xx o ||||0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781849518031
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9781849518024
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC1343640
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL1343640
035 ## - SYSTEM CONTROL NUMBER
System control number (CaPaEBR)ebr10825526
035 ## - SYSTEM CONTROL NUMBER
System control number (CaONFJC)MIL559278
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)867317377
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5 -- .G53 2013eb
082 0# - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Giacomelli, Piero.
9 (RLIN) 83976
245 10 - TITLE STATEMENT
Title Apache Mahout Cookbook.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Olton :
Name of producer, publisher, distributor, manufacturer Packt Publishing, Limited,
Date of production, publication, distribution, manufacture, or copyright notice 2013.
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2013.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (276 pages)
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Intro -- Apache Mahout Cookbook -- Table of Contents -- Apache Mahout Cookbook -- Credits -- About the Author -- Acknowledgments -- About the Reviewers -- www.PacktPub.com -- Support files, eBooks, discount offers and more -- Why subscribe? -- Free Access for Packt account holders -- Preface -- What this book covers -- What you need for this book -- Who this book is for -- Conventions -- Reader feedback -- Customer support -- Downloading the example code -- Errata -- Piracy -- Questions -- 1. Mahout is Not So Difficult! -- Introduction -- Installing Java and Hadoop -- Getting ready -- How to do it... -- Setting up a Maven and NetBeans development environment -- Getting ready -- How to do it... -- How it works... -- There's more... -- Coding a basic recommender -- Getting ready -- How to do it... -- How it works... -- See also -- 2. Using Sequence Files - When and Why? -- Introduction -- Creating sequence files from the command line -- Getting ready -- How to do it... -- How it works... -- Generating sequence files from code -- Getting ready -- How to do it... -- How it works... -- Reading sequence files from code -- Getting ready -- How to do it… -- How it works… -- 3. Integrating Mahout with an External Datasource -- Introduction -- Importing an external datasource into HDFS -- Getting ready -- How to do it... -- How it works... -- There's more... -- Exporting data from HDFS to RDBMS -- How to do it… -- How it works... -- Creating a Sqoop job to deal with RDBMS -- How to do it... -- How it works... -- There's more... -- Importing data using Sqoop API -- Getting ready -- How to do it… -- How it works... -- 4. Implementing the Naϊve Bayes classifier in Mahout -- Introduction -- Using the Mahout text classifier to demonstrate the basic use case -- Getting ready -- How to do it… -- How it works... -- There's more.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Using the Naïve Bayes classifier from code -- Getting ready -- How to do it… -- How it works... -- There's more -- Using Complementary Naïve Bayes from the command line -- Getting ready -- How to do it… -- How it works… -- See also -- Coding the Complementary Naïve Bayes classifier -- Getting ready -- How to do it… -- How it works... -- 5. Stock Market Forecasting with Mahout -- Introduction -- Preparing data for logistic regression -- Getting ready -- How to do it… -- How it works… -- Predicting GOOG movements using logistic regression -- Getting ready -- How to do it… -- How it works… -- The confusion matrix -- Using adaptive logistic regression in Java code -- Getting ready -- How to do it… -- How it works… -- Using logistic regression on large-scale datasets -- Getting ready -- How to do it… -- How it works... -- See also -- Using Random Forest to forecast market movements -- Getting ready -- How to do it… -- How it works… -- See also -- 6. Canopy Clustering in Mahout -- Introduction -- Command-line-based Canopy clustering -- Getting ready -- How to do it… -- How it works... -- Command-line-based Canopy clustering with parameters -- Getting ready -- How to do it… -- How it works... -- Using Canopy clustering from the Java code -- Getting ready -- How to do it… -- How it works... -- Coding your own cluster distance evaluation -- Getting ready -- How to do it… -- How it works... -- See also -- 7. Spectral Clustering in Mahout -- Introduction -- Using EigenCuts from the command line -- Getting ready -- How to do it… -- Using EigenCuts from Java code -- Getting ready -- How to do it… -- How it works… -- Creating a similarity matrix from raw data -- Getting ready -- How to do it… -- How it works… -- Using spectral clustering with image segmentation -- Getting ready -- How to do it… -- How it works -- 8. K-means Clustering -- Introduction.
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note Using K-means clustering from Java code -- Getting started -- How to do it… -- How it works… -- Clustering traffic accidents using K-means -- Getting ready -- How to do it… -- How it works… -- See also -- K-means clustering using MapReduce -- Getting ready -- How to do it… -- How it works… -- Using K-means clustering from the command line -- Getting ready -- How to do it… -- How it works… -- See also -- 9. Soft Computing with Mahout -- Introduction -- Frequent Pattern Mining with Mahout -- Getting ready -- How to do it… -- How it works… -- Creating metrics for Frequent Pattern Mining -- Getting ready -- How to do it… -- How it works… -- Using Frequent Pattern Mining from Java code -- Getting ready -- How to do it… -- Using LDA for creating topics -- Getting ready -- How to do it… -- How it works... -- 10. Implementing the Genetic Algorithm in Mahout -- Introduction -- Setting up Mahout for using GA -- Getting ready -- How to do it… -- Using the genetic algorithm over graphs -- Getting ready -- How to do it… -- How it works... -- Using the genetic algorithm from Java code -- Getting ready -- How to do it… -- How it works... -- There's more... -- Index.
520 ## - SUMMARY, ETC.
Summary, etc. Apache Mahout Cookbook uses over 35 recipes packed with illustrations and real-world examples to help beginners as well as advanced programmers get acquainted with the features of Mahout."Apache Mahout Cookbook" is great for developers who want to have a fresh and fast introduction to Mahout coding. No previous knowledge of Mahout is required, and even skilled developers or system administrators will benefit from the various recipes presented.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Description based on publisher supplied metadata and other sources.
590 ## - LOCAL NOTE (RLIN)
Local note Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2019. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Documentary films -- Production and direction.;Documentary films -- Authorship.
9 (RLIN) 83977
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
9 (RLIN) 83978
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Main entry heading Giacomelli, Piero
Title Apache Mahout Cookbook
Place, publisher, and date of publication Olton : Packt Publishing, Limited,c2013
International Standard Book Number 9781849518024
797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN)
Corporate name or jurisdiction name as entry element ProQuest (Firm)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ebookcentral.proquest.com/lib/thebc/detail.action?docID=1343640">https://ebookcentral.proquest.com/lib/thebc/detail.action?docID=1343640</a>
Public note Click to View
887 ## - NON-MARC INFORMATION FIELD
Content of non-MARC field EBK
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Ebrary
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Date acquired Total Checkouts Barcode Date last seen Price effective from Koha item type
        Afghanistan Afghanistan 26/11/2019   EBKAF00083197 26/11/2019 26/11/2019 Ebrary
        Algeria Algeria           Ebrary
        Cyprus Cyprus           Ebrary
        Egypt Egypt           Ebrary
        Libya Libya           Ebrary
        Morocco Morocco           Ebrary
        Nepal Nepal 26/11/2019   EBKNP00083197 26/11/2019 26/11/2019 Ebrary
        Sudan Sudan           Ebrary
        Tunisia Tunisia           Ebrary