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LEADER 00000cam a2201177 i 4500
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099 eBook O'Reilly for Public Libraries
100 1 Dean, Jared,|d1978-|eauthor.
245 10 Big data, data mining and machine learning :|bvalue
creation for business leaders and practitioners /|cJared
Dean.|h[O'Reilly electronic resource]
264 1 Hoboken, New Jersey :|bJohn Wiley and Sons, Inc.,|c[2014]
264 4 |c©2014
300 1 online resource
336 text|btxt|2rdacontent
337 computer|bc|2rdamedia
338 online resource|bcr|2rdacarrier
347 text file
490 1 Wiley and SAS Business Series
504 Includes bibliographical references and index.
505 0 Hardware -- Distributed systems -- Analytical tools --
Predictive modeling -- Common predictive modeling
techniques -- Segmentation -- Incremental response
modeling -- Time series date mining -- Recommendation
systems -- Text analytics -- 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 "An expert guide to high performance computing
architectures and how they relate to analytics and data
miningWith the exponential growth of data comes an ever-
increasing need to process and analyze so-called Big Data.
High Performance Data Mining and Big Data Analytics
provides a comprehensive view of the recent trend toward
high performance computing architectures and its natural
connection to analytics and data mining. You'll find
coverage of topics including: big data, high performance
computing for analytics, massively parallel processing
(MPP) databases, in-memory analytics, implementation of
machine learning algorithms for big data platforms, text
analytics, analytics environments, the analytics lifecycle,
general applications, as well as a variety of cases.
Offers coverage of business analytics, predictive modeling,
and fact-based management Includes case studies featuring
multinational companies Explores recent trends in high
performance computing architectures relating to data
mining Filled with case studies, High Performance Data
Mining and Big Data Analytics provides a thorough
grounding for optimally putting data mining and big data
analytics to work for your organization"--|cProvided by
publisher
588 0 Print version record and CIP data provided by publisher.
590 O'Reilly|bO'Reilly Online Learning: Academic/Public
Library Edition
650 0 Management|xData processing.
650 0 Data mining.
650 0 Big data.
650 0 Database management.
650 0 Information technology|xManagement.
650 2 Data Mining
650 6 Gestion|xInformatique.
650 6 Exploration de données (Informatique)
650 6 Données volumineuses.
650 6 Bases de données|xGestion.
650 6 Technologie de l'information|xGestion.
650 7 Big data|2fast
650 7 Data mining|2fast
650 7 Database management|2fast
650 7 Information technology|xManagement|2fast
650 7 Management|xData processing|2fast
650 7 Data Mining|2gnd
650 7 Big Data|2gnd
650 7 Maschinelles Lernen|2gnd
650 7 Managementinformationssystem|2gnd
655 0 E-Books.
776 08 |iPrint version:|aDean, Jared, 1978-|tBig data, data
mining and machine learning.|dHoboken, New Jersey : John
Wiley and Sons, Inc., [2014]|z9781118618042|w(DLC)
2014005823|w(OCoLC)871689267
830 0 Wiley and SAS business series.
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
learning.oreilly.com/library/view/~/9781118920701/?ar
|zAvailable on O'Reilly for Public Libraries
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