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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 2: SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Node palettes and SuperNodes - Stream creation and management |
| Topic 3: Data Preparation | 20% | - Sampling, partitioning and balancing - Data integration, merging and appending - Filtering, aggregation and refinement - Data transformation and cleaning |
| Topic 4: Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Topic 5: Modeling | 20% | - Clustering and segmentation models - Association and sequence models - Auto-modeling and ensemble techniques - Classification and regression models |
| Topic 6: Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| Topic 7: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?
A) Record Ops
B) Sources
C) Field Ops
D) Export
2. To score new data using an existing model, the user must:
A) Not change the data source and develop a new model for that data.
B) Change the data source and rename the fields so they do not match the names of the fields in original file.
C) Change the data source and develop a new model for that data.
D) Change the data source and rename the fields as needed to match the names of the in original file.
3. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?
A) The best model for cases in the training partition to predict the field CHURNED
B) None of the above
C) The theoretically best model to predict the field CHUREND
D) The best current model to predict the field CHURNED
4. Histogram can be used to determine if a field is normally distributed.
A) True
B) False
5. Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Derive node
B) Filter node
C) Data Audit node
D) Filler node
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: C |








