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 |
|---|---|---|
| Topic 1: Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Topic 2: Data Preparation | 20% | - Data integration, merging and appending - Filtering, aggregation and refinement - Data transformation and cleaning - Sampling, partitioning and balancing |
| Topic 3: Modeling | 20% | - Clustering and segmentation models - Association and sequence models - Classification and regression models - Auto-modeling and ensemble techniques |
| Topic 4: SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Stream creation and management - Scripting and automation |
| Topic 5: Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Topic 6: Deployment | 10% | - Reporting and documentation - Stream export and integration - Scoring new data |
| Topic 7: Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
In IBM SPSS Modeler modeling nodes, the option to build split models refers to building a separate model for each possible value of input fields that are defined as split role.
- A. True
- B. False
Which key items must be identified before a data mining project is started? (Select all that apply)
- A. Available data
- B. A business problem or question
- C. Available expertise on the data and business
- D. Data quality problem
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. The expression is not a valid operation.
- C. Converts numeric values to integers and converts non-numeric values to $null$ value.
- D. Users @ FIELD to create a new field.
In the Logistic node, can a Multinomial Model option be used when the target is flag field?
- A. True
- B. False
What is the function of the Ensemble node?
- A. Transferring the existing values to improve accuracy
- B. None of the above
- C. Combining models together to produce higher accuracy
- D. The development of additional fields to improve accuracy
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