Machine Learning with Spark and Python : Essential Techniques for Predictive Analytics / Michael Bowles.
By: Bowles, Michael
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Material type: 
BookPublisher: Newark : Wiley, 2019Edition: 2nd ed.Description: 1 online resource (371 pages).Content type: text Media type: computer Carrier type: online resourceISBN: 9781119562023; 1119562023; 1119562015; 9781119562016; 9781119561958; 1119561957.Subject(s): Machine learning | Machine learningGenre/Form: Electronic books.Additional physical formats: Print version:: Machine Learning with Spark and Python : Essential Techniques for Predictive Analytics.DDC classification: 006.3/1 Online resources: Wiley Online Library
Contents:
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.
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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.
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