Machine Learning with Spark and Python : Essential Techniques for Predictive Analytics /

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark-a ML framework from the Apache foundation. By implementing Spark, machi...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Bowles, Michael
Format: Electronic eBook
Language:Inglés
Published: Newark : Wiley, 2019.
Edition:2nd ed.
Subjects:
Machine learning.
Apprentissage automatique.
Machine learning
Online Access:Texto completo
Table of 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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