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

 

Who should attend

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

Prerequisites

• 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.

Course Content

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.

Precios & Delivery methods

Entrenamiento en línea

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Classroom training

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Instructor-led Online Training:   Este es un curso en línea Guiado por un Instructor

Europa

Alemania

Entrenamiento en línea Zona Horaria: Europe/Berlin Este curso será presentado por un socio Inscripción
Entrenamiento en línea Zona Horaria: Europe/Berlin Lenguaje del curso: Inglés Este curso será presentado por un socio Inscripción
Entrenamiento en línea Zona Horaria: Europe/Berlin Este curso será presentado por un socio Inscripción