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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Modeling | 20% | - Auto-modeling and ensemble techniques - Association and sequence models - Clustering and segmentation models - Classification and regression models |
| SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Node palettes and SuperNodes - Scripting and automation |
| Evaluation and Analysis | 15% | - Validation methods - Model performance assessment - Interpretation and visualization of results |
| Deployment | 10% | - Scoring new data - Stream export and integration - Reporting and documentation |
| Data Preparation | 20% | - Sampling, partitioning and balancing - Data transformation and cleaning - Data integration, merging and appending - Filtering, aggregation and refinement |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Histogram can be used to determine if a field is normally distributed.
- A. True
- B. False
Correct Answer: A 🗳️
Which values are available as Field Roles? (Select all that apply)
- A. Input
- B. Partition
- C. Normal
- D. Target
Correct Answer: A,D 🗳️
Which statement accurately describes the function of the Coerce data check setting Type node?
- A. Checks fully instantiated fields for values outside the specified range and reports unspecified values.
- B. Checks all fields for values outside the specified range and reports unspecified values.
- C. None of the above is accurate.
- D. Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
Correct Answer: B 🗳️
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Speeds up the processing.
- B. Requires fewer observations to create a valid model.
- C. Requires fewer fields to create the model
- D. Improves the model Silhouette measure.
Correct Answer: A 🗳️
Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?
- A. New customer in database.
- B. Changes in marketing strategies by your firm.
- C. Changes in general economy.
- D. New products and services sold by your firm.
Correct Answer: C 🗳️
