Research Catalog

Big data, data mining and machine learning : value creation for business leaders and practitioners

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

Filter by

1 Item

StatusFormatAccessCall NumberItem Location

Available - Can be used on site. Please visit New York Public Library - Stavros Niarchos Foundation Library to submit a request in person.

TextNo restrictions *R-SIBL HD30.2 .D39Stavros Niarchos Foundation Library - Yoseloff Business Center - Research Reference

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