Advanced Predictive Modeling Using IBM SPSS Modeler (v18.1.1) (0A038G)

 

Quién debería asistir

• Business Analysts • Data Scientists • Users of IBM SPSS Modeler responsible for building predictive models

Prerrequisitos

• Familiarity with the IBM SPSS Modeler environment (creating, editing, opening, and saving streams). • Familiarity with basic modeling techniques, either through completion of the courses Predictive Modeling for Categorical Targets Using IBM SPSS Modeler and/or Predictive Modeling for Continuous Targets Using IBM SPSS Modeler, or by experience with predictive models in IBM SPSS Modeler.

Contenido del curso

This course presents advanced models to predict categorical and continuous targets. Before reviewing the models, data preparation issues are addressed such as partitioning, detecting anomalies, and balancing data. The participant is first introduced to a technique named PCA/Factor, to reduce the number of fields to a number of core fields, referred to as components or factors. The next units focus on supervised models, including Decision List, Support Vector Machines, Random Trees, and XGBoost. Methods are reviewed to combine supervised models and execute them in a single run, both for categorical and continuous targets.

Classroom training

Duración 1 día

Precio (sin incluir impuestos)
  • Argentina: US$ 920,-
  • Brasil: US$ 920,-
  • Chile: US$ 920,-
  • Colombia: US$ 920,-
  • México: US$ 920,-
  • Perú: US$ 920,-
Entrenamiento en línea

Duración 1 día

Precio (sin incluir impuestos)
  • Argentina: US$ 920,-
  • Brasil: US$ 920,-
  • Chile: US$ 920,-
  • Colombia: US$ 920,-
  • México: US$ 920,-
  • Perú: US$ 920,-
 
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América Latina
Europa
Suiza
Aug 26, 2019 Bern Este curso será presentado por un socio
Oct 14, 2019 Ginebra Este curso será presentado por un socio
Dec 16, 2019 Zurich Este curso será presentado por un socio