Actions for Machine Learning in Python [electronic resource] : essential techniques for predictive analysis

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Machine Learning in Python [electronic resource] : essential techniques for predictive analysis / Michael Bowles

Author
Bowles, Michael
Published
Indianapolis, IN : John Wiley & Sons, Inc., 2015.
Physical Description
xxix, 326 pages : illustrations ; 24 cm
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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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ISBN
9781118961742 (paperback)
1118961749 (paperback)
9781118961766 (ebk)
9781118961759 (ebk)
Bibliography Note
Includes bibliographical references and index.
View MARC record | catkey: 33541878