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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Preparation | 20% | - Sampling, partitioning and balancing - Data integration, merging and appending - Filtering, aggregation and refinement - Data transformation and cleaning |
| Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Modeling | 20% | - Association and sequence models - Clustering and segmentation models - Classification and regression models - Auto-modeling and ensemble techniques |
| SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Scripting and automation - Node palettes and SuperNodes |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Evaluation and Analysis | 15% | - Model performance assessment - Interpretation and visualization of results - Validation methods |
| Deployment | 10% | - Reporting and documentation - Stream export and integration - Scoring new data |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
Question 1
In Sequence modeling, specifying that IDs are contiguous has which effect?
A. Requires fewer fields to create the model
B. Speeds up the processing.
C. Requires fewer observations to create a valid model.
D. Improves the model Silhouette measure.
Question 2
Which of the following is the biggest advantage of using a data cache?
A. Applying modifications to new data more easily
B. Creating reports or doing other analyses with other software
C. Using the prepared data file more efficiently
D. Integrating the modified data with the original data source
Question 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. True
B. False
Question 4
Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?
A. FIRST_NAME >< ** >< LAST_NAME
B. FIRST_NAME ** ++ ** LAST_NAME
C. FIRST_NAME + ** + LAST_NAME
D. FIRST_NAME >< LAST_NAME
Question 5
In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A. True
B. False
Solutions:
| Question 1 Answer: B | Question 2 Answer: C | Question 3 Answer: B | Question 4 Answer: B | Question 5 Answer: A |
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