Cover Image

A general introduction to data analytics /

Bibliographic Details
Main Authors: Moreira, João, 1969- (Author), Carvalho, André Carlos Ponce de Leon Ferreira (Author), Horváth, Tomáš, 1976- (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Hoboken, NJ : John Wiley & Sons, Inc., 2019.
Subjects:
Mathematical statistics > Methodology.
Electronic data processing.
Data mining.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • What can we do with data?
  • Descriptive statistics
  • Descriptive multivariate analysis
  • Data quality and preprocessing
  • Clustering
  • Frequent pattern mining
  • Cheat sheet and project on descriptive analytics
  • Regression
  • Classification
  • Additional predictive methods
  • Advanced predictive topics
  • Cheat sheet and project on predictive analytics
  • Applications for text, web and social media.