Applied Predictive Analytics : Principles and Techniques for the Professional Data Analyst /

Learn the art and science of predictive analytics - techniques that get results. Predictive analytics is what translates big data into meaningful, usable business information. Written by a leading expert in the field, this guide examines the science of the underlying algorithms as well as the princi...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Abbott, Dean (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Indianapolis, Indiana : John Wiley & Sons, 2014.
Temas:
Business > Data processing.
Business planning > Data processing.
Business > Computer programs.
Gestion > Informatique.
COMPUTERS > General.
Business > Computer programs
Business > Data processing
Business planning > Data processing
Datenanalyse
Big Data
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Overview of predictive analysis
  • Setting up the problem
  • Data understanding
  • Data preparation
  • Item sets and association rules
  • Descriptive modeling
  • Interpreting descriptive models
  • Predictive modeling
  • Assessing predictive models
  • Model ensembles
  • Text mining
  • Model deployment
  • Case studies.

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