Machine learning in Python : essential techniques for predictive analysis /

• Main Author: Bowles, Michael (Author)
• Format: eBook
• Language: English
• Published: Indianapolis, IN : Wiley, [2015]
• Subjects: Machine learning.; Python (Computer program language); COMPUTERS / General; Electronic books.

Table of 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.