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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bowles, Michael
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Newark : Wiley, 2019.
Edición:2nd ed.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.