- Exam Code: IBMSPSSMPRO
- 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 |
|---|---|---|
| Topic 1: Data Preparation | 20% | - Data transformation and cleaning - Filtering, aggregation and refinement - Sampling, partitioning and balancing - Data integration, merging and appending |
| Topic 2: Modeling | 20% | - Classification and regression models - Clustering and segmentation models - Auto-modeling and ensemble techniques - Association and sequence models |
| Topic 3: Evaluation and Analysis | 15% | - Interpretation and visualization of results - Model performance assessment - Validation methods |
| Topic 4: Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Topic 5: Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| Topic 6: SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Stream creation and management - Node palettes and SuperNodes |
| Topic 7: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. The Select node shown below performs which operation?
A) The expression is incorrect.
B) Selects respondents whose incomes are exactly 20,000 or 50,000.
C) Selects respondents whose incomes are between 20,000 and 50,000.
D) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
2. In Sequence modeling, specifying that IDs are contiguous has which effect?
A) Requires fewer fields to create the model
B) Requires fewer observations to create a valid model.
C) Speeds up the processing
D) Improves the model Silhouette measure.
3. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("And")
B) Generate ... Select Node ("Or")
4. Which statement is correct regarding the Balance node shown below?
A) The "bad profit" category is the smallest group.
B) The sizes of the larger two groups will be reduced to equal the size of smallest group.
C) The result group sizes will always be the same each time the Balance node is run.
D) The sizes of the first and third groups will be increased.
5. Which method is not available for imputing missing values in Data Audit output?
A) Fixed
B) Random
C) Multiple
D) Expression
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |
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