Business analytics using R : a practical approach /

Through examples and case studies, this thorough book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. --

Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Hodeghatta, Umesh R. (Auteur), Nayak, Umesh (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: [Place of publication not identified] : Apress, [2017]
Sujets:
Business > Data processing.
Management information systems.
R (Computer program language)
Management Information Systems
Gestion > Informatique.
Systèmes d'information de gestion.
R (Langage de programmation)
Business > Data processing
Management information systems
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • Overview of business analytics
  • Introduction to R
  • R for data analysis
  • Introduction to descriptive analytics
  • Business analytics process and data exploration
  • Supervised machine learning : classification
  • Unsupervised machine learning
  • Simple linear regression
  • Multiple linear regression
  • Logistic regression
  • Big data analysis : introduction and future trends.

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