Title Data smart : using data science to transform information into insight / by John W. Foreman. [O'Reilly electronic resource]

Publication Info.	Indianapolis, IN : John Wiley & Sons, [2014]
	©2014

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Bookmark link: https://library.naperville-lib.org:444/record=b3165123~S1

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Description	1 online resource : color illustrations
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.
Bibliography	Includes bibliographical references and index.
Summary	Data ScienceData SmartYou'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.
Subject	Data mining.
	Web sites -- Design.
	Web usage mining.
	Data Mining
	Exploration de données (Informatique)
	Sites Web -- Conception.
	Analyse du comportement des internautes.
	Data mining
	Web sites -- Design
	Web usage mining
Other Form:	Print version: Foreman, John W. Data smart. Hoboken, New Jersey : John Wiley & Sons, [2014] 9781118661468 (DLC) 2013946768 (OCoLC)858311212
ISBN	9781118661482 (electronic bk.)
	1118661486 (electronic bk.)
	9781118839867 (electronic bk.)
	1118839862 (electronic bk.)
	(pbk.)
	(pbk.)

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