Research Catalog

Title

Big data, data mining and machine learning : value creation for business leaders and practitioners / Jared Dean.

Author

Dean, Jared, 1978-

Publication

Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]

Items in the Library & Off-site

Details

Description

xix, 265 pages : illustrations; 24 cm

Summary

"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"--

Series Statement

Wiley & SAS business series

Uniform Title

Wiley and SAS business series.

Subjects

• DBMS =Data Base Management Systems
• Data mining
• Electronic data processing
• Big data
• Traitement électronique des données
• COMPUTERS > Database Management > Data Mining
• SGBD = Systèmes de gestion de bases de données
• Management > Data processing
• Database management
• Information technology > Management
• Text and data mining
• Fouille de données

Bibliography (note)

• Includes bibliographical references (pages 247-251) and index.

Contents

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.

Call Number

HD30.2

ISBN

• 9781118618042
• 1118618041

LCCN

2014005823

OCLC

871689267

Author

Dean, Jared, 1978-

Title

Big data, data mining and machine learning : value creation for business leaders and practitioners / Jared Dean.

Publisher

Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]

Type of Content

text

Type of Medium

unmediated

Type of Carrier

volume

Series

Wiley & SAS business series

Wiley and SAS business series.

Bibliography

Includes bibliographical references (pages 247-251) and index.

Other Form:

Online version: Dean, Jared, 1978- High performance data mining and machine learning. Hoboken, New Jersey : John Wiley and Sons, Inc., [2014] 9781118920695 (DLC) 2014009116

Research Call Number

*R-SIBL HD30.2 .D39