Exam Name: IBM SPSS Modeler Professional Certification
Certification Provider: SPSS
Corresponding Certification: SPSS Certification
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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Scripting and automation - Stream creation and management |
| Modeling | 20% | - Association and sequence models - Classification and regression models - Auto-modeling and ensemble techniques - Clustering and segmentation models |
| Data Preparation | 20% | - Filtering, aggregation and refinement - Sampling, partitioning and balancing - Data integration, merging and appending - Data transformation and cleaning |
| Evaluation and Analysis | 15% | - Validation methods - Interpretation and visualization of results - Model performance assessment |
| Deployment | 10% | - Stream export and integration - Scoring new data - Reporting and documentation |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Which method is not available for imputing missing values in Data Audit output?
- A. Multiple
- B. Expression
- C. Fixed
- D. Random
Examine the Matrix table shown below which relates the field churn (whether a customer will churn) to age cat (age groups).
Based on the table, which statements are accurate? (Select all that apply)
- A. 1.768% of those that churn are over 65 years of age.
- B. Older age groups are less likely to churn than the younger ages.
- C. 42.283% of the 18-24 year old will churn.
- D. Measured by Chi-square is a weak relationship.
In Sequence modeling, specifying that IDs are contiguous has which effect?
- A. Requires fewer fields to create the model
- B. Requires fewer observations to create a valid model.
- C. Speeds up the processing
- D. Improves the model Silhouette measure.
Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?
- A. Field Ops
- B. Export
- C. Sources
- D. Record Ops
A histogram chart is used to graph fields of which measurement type?
- A. Ordinal
- B. Flag
- C. Continuous
- D. Nominal
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