A general introduction to data analytics /

Bibliografiset tiedot
Päätekijä: Moreira, João
Muut tekijät: Carvalho, André de, Horváth, Tomáš
Aineistotyyppi: Printed Book
Kieli:English
Julkaistu: Hoboken,NJ; Wiley, 2019
Aiheet:
Mathematical statistics > Methodology.
Electronic data processing.
Data mining.
Sisällysluettelo:
  • 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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