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Machine Learning with Spark and Python [electronic resource] : Essential Techniques for Predictive Analytics / Michael Bowles.

By: Material type: TextTextPublication details: Newark : Wiley, 2019.Edition: 2nd edDescription: 1 online resource (371 p.)ISBN:
  • 9781119562023
  • 1119562023
  • 9781119562016
  • 1119562015
Subject(s): Genre/Form: Additional physical formats: Print version:: Machine Learning with Spark and Python : Essential Techniques for Predictive AnalyticsDDC classification:
  • 006.3/1 23
LOC classification:
  • Q325.5
Online resources:
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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