Thoughtful machine learning with Python : a test-driven approach /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kirk, Matthew (Data scientist) (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Sebastopol, CA : O'Reilly Media, [2017]
Edición:First edition.
Temas:
Machine learning.
Python (Computer program language)
Apprentissage automatique.
Python (Langage de programmation)
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Probably approximately correct software
  • A quick introduction to machine learning
  • K-nearest neighbors
  • Naive Bayesian classification
  • Decision trees and random forests
  • Hidden Markov models
  • Support vector machines
  • Neural networks
  • Clustering
  • Improving models and data extraction
  • Putting it together: conclusion.

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