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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| SPSS Modeler Professional Functionality | 10% | - Node palettes and SuperNodes - Stream creation and management - Scripting and automation |
| Evaluation and Analysis | 15% | - Model performance assessment - Validation methods - Interpretation and visualization of results |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Data Preparation | 20% | - Sampling, partitioning and balancing - Filtering, aggregation and refinement - Data transformation and cleaning - Data integration, merging and appending |
| Modeling | 20% | - Association and sequence models - Auto-modeling and ensemble techniques - Classification and regression models - Clustering and segmentation models |
| Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. What is the reason that the three nodes in the following figure have been colored purple?
A) The purple nodes will be executed later.
B) IBM SPSS Modeler is running out of memory.
C) There are multiple type nodes in a row.
D) The purple nodes were pushed back to the database.
2. Which outlier treatment is not available in the Quality tab of the Data Audit output?
A) Nullify
B) Discard
C) Recode
D) Coerce
3. 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) False
B) True
4. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source
B) Using the prepared data file more efficiently
C) Applying modifications to new data more easily
D) Creating reports or doing other analyses with other software
5. The Select node shown below performs which operation?
A) The expression is incorrect.
B) Selects respondents whose incomes are between 20,000 and 50,000.
C) Selects respondents whose incomes are exactly 20,000 or 50,000.
D) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B |
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