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

• Main Author: Dean, Jared, 1978-
• Format: eBook
• Language: English
• Published: Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]
• Series: Wiley and SAS business series.
• Subjects: Management > Data processing.; Data mining.; Big data.; Database management.; Information technology > Management.; COMPUTERS > Database Management > Data Mining.; Data Mining.; Massendaten.; Maschinelles Lernen.; Managementinformationssystem.; Electronic books.
• Online Access: View fulltext via EzAccess

"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...

Table of 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.