Machine learning in Python : essential techniques for predictive analysis /

Learn a simpler and more effective way to analyze data and predict outcomes with Python Machine Learning in Python shows you how to successfully analyze data using only two core machine learning algorithms, and how to apply them using Python. By focusing on two algorithm families that effectively pr...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bowles, Michael (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Indianapolis, IN : Wiley, [2015]
Temas:
Machine learning.
Python (Computer program language)
Apprentissage automatique.
Python (Langage de programmation)
COMPUTERS > General.
Machine learning
dissertations.
Academic theses
Academic theses.
Thèses et écrits académiques.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • The Two Essential Algorithms for Making Predictions
  • Understand the Problem by Understanding the Data
  • Predictive Model Building: Balancing Performance, Complexity, and Big Data
  • Penalized Linear Regression
  • Building Predictive Models Using Penalized Linear Methods
  • Ensemble Methods
  • Building Ensemble Models with Python.

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