Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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IBM SPSS Modeler Professional Certification: IBMSPSSMPRO Exam Premium File as PDF & Test Engine
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Last Updated: Aug 11, 2026
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Deployment | 10% | - Stream export and integration - Scoring new data - Reporting and documentation |
| Modeling | 20% | - Classification and regression models - Association and sequence models - Clustering and segmentation models - Auto-modeling and ensemble techniques |
| Data Preparation | 20% | - Filtering, aggregation and refinement - Data transformation and cleaning - Data integration, merging and appending - Sampling, partitioning and balancing |
| SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Node palettes and SuperNodes - Scripting and automation |
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Evaluation and Analysis | 15% | - Interpretation and visualization of results - Model performance assessment - Validation methods |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Consider the output from the analysis node.
For the training data set, the Neutral Net and the C5 model make the same prediction:
A) 92.77% of the time
B) 87.79% of the time.
C) 87.62% of the time
D) 93.80% of the time
2. In a derive node, which expressions will produce a continuous data type rather than a string? (Select all that apply)
A) Datetime_date(2008.05.22)
B) "2001-04-23"
C) "03/15/2009"
D) To_date("12/01/2050")
3. Which of the following is the biggest advantage of using a data cache?
A) Applying modifications to new data more easily.
B) Integrating the modified data with the original data source.
C) Using the prepared data file more efficiently.
D) Creating reports or doing other analysis with other software.
4. Which method is not available for imputing missing values in Data Audit output?
A) Expression
B) Fixed
C) Random
D) Multiple
5. Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?
A) Graphboard node
B) Multiple node
C) Evaluation node
D) Collection node
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: A |
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