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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: Evaluation and Analysis | 15% | - Interpretation and visualization of results - Model performance assessment - Validation methods |
| Topic 3: Deployment | 10% | - Reporting and documentation - Stream export and integration - Scoring new data |
| Topic 4: Modeling | 20% | - Clustering and segmentation models - Auto-modeling and ensemble techniques - Classification and regression models - Association and sequence models |
| Topic 5: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 6: Data Preparation | 20% | - Sampling, partitioning and balancing - Data integration, merging and appending - Filtering, aggregation and refinement - Data transformation and cleaning |
| Topic 7: SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Stream creation and management - Node palettes and SuperNodes |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. 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) Filter node
B) Filler node
C) Derive node
D) Data Audit node
2. Which Source node would you use to read text from a free field (delimited) text file?
A) Fixed File node
B) Data Collection node
C) Var. File node
D) Enterprise View node
3. Consider the Filer node where age of respondent is stored as a string. What operations will the replace with: expression accomplishes?
A) Converts numeric values to integers and leaves the non-numeric as is.
B) Users @ FIELD to create a new field.
C) Converts numeric values to integers and converts non-numeric values to $null$ value.
D) The expression is not a valid operation.
4. Business objectives are the origin of every data mining solution.
A) True
B) False
5. Which statement is correct regarding the Balance node shown below?
A) The result group sizes will always be the same each time the Balance node is run.
B) The "bad profit" category is the smallest group.
C) The sizes of the first and third groups will be increased.
D) The sizes of the larger two groups will be reduced to equal the size of smallest group.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: B |








