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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Evaluation and Analysis | 15% | - Validation methods - Interpretation and visualization of results - Model performance assessment |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Data Preparation | 20% | - Sampling, partitioning and balancing - Data transformation and cleaning - Data integration, merging and appending - Filtering, aggregation and refinement |
| Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Node palettes and SuperNodes - Scripting and automation |
| Modeling | 20% | - Association and sequence models - Clustering and segmentation models - Classification and regression models - Auto-modeling and ensemble techniques |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Which web node options will remove lines from the graph? (Select all that apply)
- A. Decrease the Max records/line
- B. Increase the Maximum number of links to display.
- C. Increase the Min records/line
What are the advantages of pruning Decision Tree models? (Select all that apply.)
- A. Pruning can improve the generalization of the tree.
- B. Pruning in make the tree easier to interpret.
- C. Pruning can help simplify the tree.
- D. Pruning can increase the accuracy of the tree.
Which nodes can be used to replace missing data with valid values? [Select all that apply.)
- A. Filler node
- B. Filter node
- C. Data Audit node
- D. Distribution node
Business objectives are the origin of every data mining solution.
- A. True
- B. False
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
- A. Table node
- B. Means node
- C. Statistics node
- D. Distribution node
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