Clustering and Association Modeling Using IBM SPSS Modeler V18.1.1 (0A048G) Training

Live Online & Classroom Enterprise Certification Training

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.

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What is Clustering and Association Modeling Using IBM SPSS Modeler V18.1.1 (0A048G) Certification Training about?

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.

Who is Clustering and Association Modeling Using IBM SPSS Modeler V18.1.1 (0A048G) Certification Training for?

Modelers
Analysts

What are the prerequisites for Clustering and Association Modeling Using IBM SPSS Modeler V18.1.1 (0A048G) Certification Training?

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)

Available Training Modes

Live Online Training

48 Hours

Classroom Training

8 Days

Course Outline Expand All

Expand All

1: Introduction to clustering and association modeling

2: Clustering models and K-Means clustering

3: Clustering using the Kohonen network

4: Clustering using TwoStep clustering

5: Use Apriori to generate association rules

6: Use advanced options in Apriori

7: Sequence detection

8: 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

Who is the instructor for this training?

The Trainer is IBM certified Instructor with extensive domain experience, including years of experience training & mentoring professionals in the industry.

Clustering and Association Modeling Using IBM SPSS Modeler V18.1.1 (0A048G) Certification Training - Certification & Exam

SpringPeople is the Authorized Training Partner of IBM through Tech Data
For any queries, feel free to reach us at ibm@springpeople.com

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