Clustering and Association Modeling Using IBM SPSS Modeler (v18.1.1) Schulung
Create association models and sequence models
Clustering and Association Modeling Using IBM SPSS Modeler (v18.1.1) introduces modelers to two specific classes of modeling that are available in IBM SPSS Modeler: clustering and associations. Participants will explore various clustering techniques that are often employed in market segmentation studies. Participants will also explore how to create association models to find rules describing the relationships among a set of items, and how to create sequence models to find rules describing the relationships over time among a set of items.
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Inhalte IBM SPSS Modeler Schulung
Introduction to clustering and association modeling
Clustering models and K-Means clustering
Clustering using the Kohonen network
Clustering using TwoStep clustering
Use Apriori to generate association rules
Use advanced options in Apriori
Sequence detection
Advanced Sequence detection
A: Examine learning rate in Kohonen networks (Optional
Understand how a Kohonen neural network learns
B: Association using the Carma model (Optional)
Review association rules
Identify the Carma model
Identify the Carma node
Model associations and generate rules using Carma
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Diese IBM SPSS Modeler Schulung führen wir auch bei dir im Unternehmen als individualisierte IBM SPSS Modeler-Firmenschulung durch.
Zielgruppe IBM SPSS Modeler Schulung
Modelers, Analysts
Voraussetzungen IBM SPSS Modeler Schulung
Experience using IBM SPSS Modeler
A familiarity with the IBM SPSS Modeler environment: creating models, creating streams, reading in data files, and assessing data quality
A familiarity with handling missing data (including Type and Data Audit nodes), and basic data manipulation (including Derive and Select nodes)
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Clustering and Association Modeling Using IBM SPSS Modeler (v18.1.1) Schulung
Create association models and sequence models
Clustering and Association Modeling Using IBM SPSS Modeler (v18.1.1) introduces modelers to two specific classes of modeling that are available in IBM SPSS Modeler: clustering and associations. Participants will explore various clustering techniques that are often employed in market segmentation studies. Participants will also explore how to create association models to find rules describing the relationships among a set of items, and how to create sequence models to find rules describing the relationships over time among a set of items.
Clustering and Association Modeling Using IBM SPSS Modeler (v18.1.1) Schulung
