Machine learning with SAS Viya /

Master machine learning with SAS Viya! Machine learning can feel intimidating for new practitioners. Machine Learning with SAS Viya provides everything you need to know to get started with machine learning in SAS Viya, including decision trees, neural networks, and support vector machines. The analy...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SAS Institute
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cary, North Carolina : SAS Institute Inc., 2020.
Temas:
SAS (Computer file)
Machine learning.
Computer algorithms.
Algorithms
Machine Learning
Apprentissage automatique.
Algorithmes.
algorithms.
Computer algorithms
Machine learning
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Introduction to machine learning
  • Preparing your data: introduction
  • Preparing your data: missing and unstructured data
  • Preparing your data: extract features
  • Discovery: selecting an algorithm
  • Decision trees: introduction
  • Decision trees: improving the model
  • Decision trees: ensemble and forests
  • Neural networks: introduction and model architecture
  • Neural networks: optimizing the model and learning
  • Support vector machines
  • Model assessments and deployment
  • Additional model manager tools and open-source code.

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