Machine learning in Python : essential techniques for predictive analysis - Bowles, Michael (Indianapolis, IN : Wiley, 2015)
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.
Includes bibliographical references and index.
Online resource; title from PDF title page (Ebsco, viewed April 13, 2015).
Keywords: Machine learning; Python (Computer program language); COMPUTERS / General; Machine learning; Python (Computer program language); Electronic books; Electronic books