A general introduction to data analytics /

Podrobná bibliografie
Hlavní autor: Moreira, João
Další autoři: Carvalho, André de, Horváth, Tomáš
Médium: Printed Book
Jazyk:English
Vydáno: Hoboken,NJ; Wiley, 2019
Témata:
Mathematical statistics > Methodology.
Electronic data processing.
Data mining.
Obsah:
  • What can we do with data?
  • Descriptive statistics
  • Descriptive multivariate analysis
  • Data quality and pre-processing
  • Clustering
  • Frequent pattern mining
  • Resume and project on descriptive analytics
  • Regression
  • Classification
  • Additional predictive methods
  • Advanced predictive topics
  • Resume and project on predictive analytics
  • Applications for text, web and social media.

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