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

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Dig deep into the data with a hands-on guide to machine learning. 'Machine Learning' provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bell, Jason (Computer scientist) (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Indianapolis, Indiana : John Wiley & Sons, Inc., [2020]
Edición:Second edition.
Colección:ITpro collection
Temas:
Machine learning.
Apprentissage automatique.
Machine learning
Computers and IT.
Instructional and educational works
Instructional and educational works.
Matériel d'éducation et de formation.
Acceso en línea:Texto completo
Texto completo
Tabla de Contenidos:
  • What is machine learning?
  • Planning for machine learning
  • Data acquisition techniques
  • Statistics, linear regression, and randomness
  • Working with decision trees
  • Clustering
  • Association rules learning
  • Support vector machines
  • Artificial neural networks
  • Machine learning with text documents
  • Machine learning with images
  • Machine learning streaming with Kafka
  • Apache Spark
  • Machine learning with R.

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