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A General Introduction to Data Analytics /

A General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms and does not require familiarity with statistics or programming. The authors―noted experts in the field―highlight an explanation of the intuition b...

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Bibliographic Details
Main Authors: Moreira, Joao (Author), Carvalho, André Carlos Ponce de Leon Ferreira (Author), Horvath, Tomas, 1976- (Author)
Format: Book
Language:English
Published: Hoboken, NJ : John Wiley & Sons, 2019
©2019
Subjects:
Mathematical statistics > Methodology
Electronic data processing
Data mining
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Table of Contents:
  • 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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