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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Deployment | 10% | - Stream export and integration - Scoring new data - Reporting and documentation |
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Stream creation and management - Node palettes and SuperNodes |
| Data Preparation | 20% | - Filtering, aggregation and refinement - Data transformation and cleaning - Sampling, partitioning and balancing - Data integration, merging and appending |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Modeling | 20% | - Association and sequence models - Classification and regression models - Clustering and segmentation models - Auto-modeling and ensemble techniques |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?
A) Field Ops
B) Export
C) Record Ops
D) Sources
2. In the regression node, which option uses all of the input fields in the model regardless of importance or significance?
A) Stepwise
B) Enter
C) Forwards
D) Backwards
3. A Database Export node can be used to write data to more than one database table in the same operation.
A) False
B) True
4. What is the function of the Ensemble node?
A) Combining models together to produce higher accuracy
B) The development of additional fields to improve accuracy
C) Transferring the existing values to improve accuracy
D) None of the above
5. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Select all that apply)
A) Easier interpretation
B) Faster to score
C) None of the above
D) Higher accuracy
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B,D |
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