Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) Training

Live Online & Classroom Enterprise Certification Training

This course focuses on using analytical models to predict a categorical field, such as churn, fraud, response to a mailing, pass/fail exams, and machine break-down.

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What is Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) Certification Training about?

Students are introduced to decision trees such as CHAID and CR Tree, traditional statistical models such as Logistic Regression, and machine learning models such as Neural Networks. Students will learn about important options in dialog boxes, how to interpret the results, and explain the major differences between the models.

What are the objectives of Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) Certification Training ?

Please refer to course overview

Who is Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) Certification Training for?

Analytics business users who have completed the Introduction to IBM SPSS Modeler and Data Mining course and who want to become familiar with analytical models to predict a categorical field (yes/no churn, yes/no fraud, yes/no response to a mailing, pass/fail exams, yes/no machine break-down, and so forth).

What are the prerequisites for Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) Certification Training?

Experience using IBM SPSS Modeler including familiarity with the Modeler environment, creating streams, reading data files, exploring data, setting the unit of analysis, combining datasets, deriving and reclassifying fields, and a basic knowledge of modeling.
Prior completion of Introduction to IBM SPSS Modeler and Data Science (v18.1) is recommended.

Available Training Modes

Live Online Training

48 Hours

Classroom Training

8 Days

Course Outline Expand All

Expand All

1: Introduction to predictive models for categorical targets

2: Building decision trees interactively with CHAID

3: Building decision trees interactively with CR Tree and Quest

4: Building decision trees directly

5: Using traditional statistical models

6: Using machine learning models

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.

Predictive Modeling for Categorical Targets Using IBM SPSS Modeler V18.1.1 (0A0U8G) 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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