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Data science for business? Foster provost and Fawcett Tom.

By: Contributor(s): Material type: TextTextPublication details: Beijing: O'reilly, c2013.Description: xxi, 386p.: ill. : 24 cmISBN:
  • 9781449361327
LOC classification:
  • QA 76.9 .D343 .P76 2013
Contents:
Introduction: Data analytic thinking -- Business problems and data science solutions -- Introduction to predictive modelling: From correlation to supervised segmentation -- Fitting a model to data -- Overfitting and its avoidance -- Similarity, neighbours and clusters -- Decision analytic thinking I: What is a good model? -- Visualizing model performance -- Evidence and probabilities -- Representing and miming text.
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Holdings
Item type Current library Collection Call number Copy number Status Barcode
Books Books Zetech Library - Ruiru Campus General Stacks Non-fiction QA 76.9 .D343 .P76 2013 (Browse shelf(Opens below)) C1. Available Z009516

includes indexes.

Introduction: Data analytic thinking -- Business problems and data science solutions -- Introduction to predictive modelling: From correlation to supervised segmentation -- Fitting a model to data -- Overfitting and its avoidance -- Similarity, neighbours and clusters -- Decision analytic thinking I: What is a good model? -- Visualizing model performance -- Evidence and probabilities -- Representing and miming text.

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