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

Kursbeschreibung Kurstermine Detaillierter Kursinhalt
 

Zielgruppe

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

Voraussetzungen

• 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.

Kursinhalt

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

Dauer 1 Tag

Preis (exkl. MwSt.)
  • Schweiz: CHF 950.-
Termine und Buchen
 
Zum Buchen bitte auf den Ortsnamen klicken Kurstermine
Schweiz
26.08.2019 Bern
14.10.2019 Genf
16.12.2019 Zürich
 

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