Data smart : using data science to transform information into insight /

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Data ScienceData SmartYou'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Foreman, John W. (Author)
Format: Electronic eBook
Language:Inglés
Published: Indianapolis, IN : John Wiley & Sons, [2014]
Subjects:
Data mining.
Web sites > Design.
Web usage mining.
Data Mining
Exploration de données (Informatique)
Sites Web > Conception.
Analyse du comportement des internautes.
COMPUTERS > General.
Data mining
Web sites > Design
Web usage mining
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Everything you ever needed to know about spreadsheets but were too afraid to ask
  • Cluster analysis part I : using K-means to segment your customer base
  • Naïve Bayes and the incredible lightness of being an idiot
  • Optimization modeling : because that "fresh squeezed" orange juice ain't gonna blend itself
  • Cluster analysis part II : network graphs and community detection
  • The granddaddy of supervised artificial intelligence : regression
  • Ensemble models : a whole lot of bad pizza
  • Forecasting : breathe easy; you can't win
  • Outlier detection : just because they're odd doesn't mean they're unimportant
  • Moving from spreadsheets into R.

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