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Data smart : using data science to transform information into insight

Author: John W Foreman
Publisher: Indianapolis : Wiley, 2014.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Using data science to transform information into insight.
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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: John W Foreman
ISBN: 9781118661482 1118661486 9781118661468 111866146X
OCLC Number: 885221672
Description: 1 Online-Ressource
Contents: Introduction xiii 1 Everything You Ever Needed to Know about Spreadsheets but Were Too Afraid to Ask 1 2 Cluster Analysis Part I: Using K-Means to Segment Your Customer Base 29 3 Naive Bayes and the Incredible Lightness of Being an Idiot 77 4 Optimization Modeling: Because That "Fresh Squeezed" Orange Juice Ain't Gonna Blend Itself 101 5 Cluster Analysis Part II: Network Graphs and Community Detection 155 6 The Granddaddy of Supervised Artificial Intelligence Regression 205 7 Ensemble Models: A Whole Lot of Bad Pizza 251 8 Forecasting: Breathe Easy; You Can't Win 285 9 Outlier Detection: Just Because They're Odd Doesn t Mean They're Unimportant 335 10 Moving from Spreadsheets into R 361 Conclusion 395 Index 401
Responsibility: John W. Foreman.

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Data Science gets thrown around in the press like it's magic. Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a  Read more...

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