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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Analysis | 15% | - Validation methods - Interpretation and visualization of results - Model performance assessment |
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Scripting and automation - Stream creation and management |
| Deployment | 10% | - Stream export and integration - Scoring new data - Reporting and documentation |
| Modeling | 20% | - Association and sequence models - Clustering and segmentation models - Auto-modeling and ensemble techniques - Classification and regression models |
| Data Preparation | 20% | - Data integration, merging and appending - Sampling, partitioning and balancing - Data transformation and cleaning - Filtering, aggregation and refinement |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. What are the options for defining outliers in the Data Audit node? (Select all that apply)
A) Values that represent less than 15% of all values
B) Interlunar the number
C) Eigen values greater than 1
D) Standard deviation from the mean
2. Which values are available as Field Roles? (Select all that apply)
A) Target
B) Partition
C) Input
D) Normal
3. When using the algorithm method to replace missing values in data audit output, which algorithm is used?
A) C5.0
B) C & RT
C) Cox Regression
D) Neural Net
4. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("Or")
B) Generate ... Select Node ("And")
5. Fields of which measurement type is best suited for a Distribution node? (Select all that apply)
A) Continuous
B) Typeless
C) Flag
D) Nominal
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A,C | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B,C |
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