Big Data, Data Mining and Machine Learning (Record no. 296321)

MARC details
000 -LEADER
fixed length control field 01590nam a22001217a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788126550906
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Jared Dean
245 ## - TITLE STATEMENT
Title Big Data, Data Mining and Machine Learning
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Name of publisher, distributor, etc. Wiley
Date of publication, distribution, etc. 2014
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Part One: The Computing Environment • Hardware • Distributed Systems • Analytical Tools Part Two: Turning Data into Business Value • Predictive Modeling • Common Predictive Modeling Techniques • Segmentation • Incremental Response Modeling • Time Series Data Mining • Recommendation Systems • Text Analytics Part Three: Success Stories of Putting It All Together • Case Study of a Large U.S. Based Financial Services Company • Case Study of a Major Health Care Provider • Case Study of a Technology Manufacturer • Case Study of Online Brand Management • Case Study of Mobile Application Recommendations • Case Study of a High Tech Product Manufacturer • Looking to the Future
520 ## - SUMMARY, ETC.
Summary, etc. This book provides a comprehensive view on the recent trend toward high performance computing architectures especially as it relates to analytics and data mining. Topics that are covered include: big data (and its characteristics), high performance computing for analytics, massively parallel processing (MPP) databases, algorithms for big data, in-memory databases, implementation of machine learning algorithms for big data platforms and analytics environments. However none gives a historical and comprehensive view of all these separate topics in a single document.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Holdings
Withdrawn status Lost status Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Date last checked out Price effective from Koha item type Checked out
        Dept. of Computational Biology and Bioinformatics Dept. of Computational Biology and Bioinformatics Processing Center 24/03/2017 2 004 DEA -BIG DCB3074 21/12/2021 29/09/2021 19/07/2019 Book  
        Dept. of Computer Science Dept. of Computer Science Processing Center 01/09/2021 2   DCS4275 01/02/2022 01/02/2022 01/09/2021 Book 16/02/2022