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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Modeling | 20% | - Classification and regression models - Auto-modeling and ensemble techniques - Association and sequence models - Clustering and segmentation models |
| Topic 2: SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Node palettes and SuperNodes - Scripting and automation |
| Topic 3: Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Topic 4: Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Topic 5: Data Preparation | 20% | - Filtering, aggregation and refinement - Data integration, merging and appending - Sampling, partitioning and balancing - Data transformation and cleaning |
| Topic 6: Deployment | 10% | - Stream export and integration - Reporting and documentation - Scoring new data |
| Topic 7: Evaluation and Analysis | 15% | - Validation methods - Interpretation and visualization of results - Model performance assessment |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. The Feature Selection node is used for what reasons? (Select all that apply)
A) Screens input fields for problems such as missing data.
B) Selects the best input fields for model.
C) Ranks the model by importance.
D) Selects the best fitting model
2. Summary statistics, such as mean, minimum, maximum, and standard deviation, are available in which of following nodes? (Select all that apply)
A) Data Audit node
B) Table node
C) Sample node
D) Statistics node
3. A Database Export node can be used to write data to more than one database table in the same operation.
A) True
B) False
4. Which outlier treatment is not available in the Quality tab of the Data Audit output?
A) Coerce
B) Discard
C) Recode
D) Nullify
5. Which statement is correct regarding the sample node dialogue shown below?
A) It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
B) It will always draw the same 60% of records each time this sample node is run.
C) It will randomly select exactly 60% of all the record.
D) It will select every 60th record from the data.
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: A,B,C,D | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A |






