Machine learning in Python : essential techniques for predictive analysis / [electronic resource]
by Bowles, Michael [author.].
Material type:
BookPublisher: Indianapolis, IN : Wiley, [2015]Description: 1 online resource : color illustrations.ISBN: 9781119183600; 111918360X; 9781118961766; 1118961765; 9781118961759; 1118961757.Subject(s): Machine learning | Python (Computer program language) | COMPUTERS / General | Machine learning | Python (Computer program language) | Electronic books | Electronic booksOnline resources: Wiley Online Library
Contents:
The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building: Balancing Performance, Complexity, and Big Data -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python.
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Includes bibliographical references and index.
The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building: Balancing Performance, Complexity, and Big Data -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python.
Online resource; title from PDF title page (Ebsco, viewed April 13, 2015).
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