Machine Learning with Spark and Python : Essential Techniques for Predictive Analytics /
Michael Bowles.
- 2nd ed.
- Newark : Wiley, 2019.
- 1 online resource (371 pages)
Front Matter -- The Two Essential Algorithms for Making Predictions -- Understand the Problem by Understanding the Data -- Predictive Model Building -- Penalized Linear Regression -- Building Predictive Models Using Penalized Linear Methods -- Ensemble Methods -- Building Ensemble Models with Python.