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: Modeling | 20% | - Clustering and segmentation models - Classification and regression models - Auto-modeling and ensemble techniques - Association and sequence models |
| Topic 2: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 3: Deployment | 10% | - Stream export and integration - Reporting and documentation - Scoring new data |
| Topic 4: Evaluation and Analysis | 15% | - Validation methods - Model performance assessment - Interpretation and visualization of results |
| Topic 5: Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Topic 6: SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Stream creation and management - Scripting and automation |
| Topic 7: Data Preparation | 20% | - Filtering, aggregation and refinement - Data integration, merging and appending - Data transformation and cleaning - Sampling, partitioning and balancing |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
A Balance node cannot be generated from Distribution node output.
- A. False
- B. True
Which Source node would you use to read text from a free field (delimited) text file?
- A. Fixed File node
- B. Enterprise View node
- C. Var. File node
- D. Data Collection node
Which Model nodes can have a categorical target field? (Select all that apply)
- A. Discriminant node
- B. C & R Tree node
- C. Neutral Net node
- D. Linear node
The Select node shown below performs which operation?
- A. Selects respondents whose incomes are exactly 20,000 or 50,000.
- B. Selects respondents whose incomes are between 20,000 and 50,000.
- C. Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
- D. The expression is incorrect.
Which statement is correct regarding the sample node dialogue shown below?
- A. It will select every 60th record from the data.
- B. It will randomly select exactly 60% of all the record.
- C. It will always draw the same 60% of records each time this sample node is run.
- D. It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
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