Big data, data mining and machine learning : value creation for business leaders and practitioners
Dean, Jared
1978-
creator
text
bibliography
Electronic books.
Electronic books.
nju
2014
monographic
eng
1 online resource.
"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"--
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.
Jared Dean.
Includes bibliographical references and index.
Management
Data processing
Data mining
Big data
Database management
Information technology
Management
COMPUTERS
Database Management
Data Mining
Big data
Data mining
Database management
Information technology
Management
Management
Data processing
Data Mining
Massendaten
Maschinelles Lernen
Managementinformationssystem
HD30.2
658/.05631
COM021030
High performance data mining and machine learning
Dean, Jared, 1978-
Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]
(DLC) 2014005823
Wiley and SAS business series
9781118920695
1118920694
9781118920701
1118920708
2014009116
8F0D6964-40B1-448E-8067-CF7F8E596F20 OverDrive, Inc.
http://onlinelibrary.wiley.com/book/10.1002/9781118691786
http://onlinelibrary.wiley.com/book/10.1002/9781118691786
DLC
140305
20171031094710.0
ocn871689683
eng