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

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"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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Dean, Jared, 1978- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley and Sons, Inc., [2014]
Colección:Wiley and SAS business series.
Temas:
Management > Data processing.
Data mining.
Big data.
Database management.
Information technology > Management.
Data Mining
Gestion > Informatique.
Exploration de données (Informatique)
Données volumineuses.
Bases de données > Gestion.
Technologie de l'information > Gestion.
COMPUTERS > Database Management > Data Mining.
Big data
Data mining
Database management
Information technology > Management
Management > Data processing
Big Data
Maschinelles Lernen
Managementinformationssystem
E-Books.
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • 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.

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