Machine learning : hands-on for developers and technical professionals /

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This book provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. It contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bell, Jason (Computer scientist)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Indianapolis, Ind. : Wiley, ©2015.
Temas:
Machine learning.
Apprentissage automatique.
COMPUTERS > General.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • What is machine learning?
  • Planning machine learning
  • Working with decision trees
  • Bayesian networks
  • Artificial neural networks
  • Association rules learning
  • Support vector machines
  • Clustering
  • Machine learning in real time with Spring XD
  • Maching learning as a batch process
  • Apache Spark
  • Machine learning with R.

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