Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Deployment | 10% | - Stream export and integration - Scoring new data - Reporting and documentation |
| Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Data Preparation | 20% | - Filtering, aggregation and refinement - Data transformation and cleaning - Sampling, partitioning and balancing - Data integration, merging and appending |
| SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Stream creation and management - Node palettes and SuperNodes |
| 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:
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
Correct Answer: A 🗳️
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
Correct Answer: B 🗳️
A Database Export node can be used to write data to more than one database table in the same operation.
- A. False
- B. True
Correct Answer: A 🗳️
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
Correct Answer: A 🗳️
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
Correct Answer: B,D 🗳️
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