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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Topic 2: Deployment | 10% | - Stream export and integration - Reporting and documentation - Scoring new data |
| Topic 3: Modeling | 20% | - Auto-modeling and ensemble techniques - Association and sequence models - Clustering and segmentation models - Classification and regression models |
| Topic 4: SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Stream creation and management - Node palettes and SuperNodes |
| Topic 5: Data Preparation | 20% | - Sampling, partitioning and balancing - Filtering, aggregation and refinement - Data integration, merging and appending - Data transformation and cleaning |
| Topic 6: Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Topic 7: Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
As a default, the Evaluation node provides a graph of the first category of your target field.
To change the category, you need to modify which sector?
- A. Include business rule
- B. Export results to file
- C. User defined hit
- D. User defined score
Correct Answer: C 🗳️
The Select node shown below performs which operation?
- A. The expression is incorrect.
- B. Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
- C. Selects respondents whose incomes are exactly 20,000 or 50,000.
- D. Selects respondents whose incomes are between 20,000 and 50,000.
Correct Answer: D 🗳️
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. 93.80% of the time
- C. 87.62% of the time
- D. 87.79% of the time.
Correct Answer: C 🗳️
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 products and services sold by your firm.
- B. New customer in database.
- C. Changes in marketing strategies by your firm.
- D. Changes in general economy.
Correct Answer: D 🗳️
In order to make decision Tree models more general, avoid over filtering, and make the trees complex, what would you need to change in the dialogue box? (Select all that apply)
- A. Decrease the pruning severity
- B. Increase the Minimum records per child branch
- C. Increase the pruning severity
- D. Decrease the Minimum records per child branch
Correct Answer: B,C 🗳️
Amos 
Vicky 
Christopher 
Ford 
Marvin 
Jill 
Christine 
Astrid 
Alan 
Aubrey 
Caroline 
Hugh 
Beatrice 
Milo 
Harlan 
Rudolf 
