Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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Updated: Sep 08, 2026
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 2: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 3: Data Preparation | - Handling missing values and outliers - Data integration and sampling techniques - Data cleaning and transformation in SPSS Modeler |
| Topic 4: Model Building | - Classification and regression models - Clustering techniques - Association and sequence analysis |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
The set Random seed option on the sample node is required if you want to draw the same random sample with the same records more than once.
- A. True
- B. False
Which outlier treatment is not available in the Quality tab of the Data Audit output?
- A. Discard
- B. Recode
- C. Coerce
- D. Nullify
Business objectives are the origin of every data mining solution.
- A. True
- B. False
Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
- A. Generate ... Select Node ("And")
- B. Generate ... Select Node ("Or")
Examine the output generated by the K-Means clustering model.
Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)
If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?
- A. Improve the international calling plan and rates
- B. Improve the local calling plan and rates
- C. Improve the long distance calling plan and rates.
- D. Create a "Pay as You Go" plan (pay only for the minutes you use)
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