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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Analysis | 15% | - Interpretation and visualization of results - Model performance assessment - Validation methods |
| Modeling | 20% | - Association and sequence models - Classification and regression models - Auto-modeling and ensemble techniques - Clustering and segmentation models |
| Deployment | 10% | - Reporting and documentation - Stream export and integration - Scoring new data |
| Data Understanding | 15% | - Explore and visualize data - Identify data quality issues |
| Business Understanding and Planning | 10% | - CRISP-DM methodology - Align business objectives to data mining goals |
| Data Preparation | 20% | - Sampling, partitioning and balancing - Data transformation and cleaning - Data integration, merging and appending - Filtering, aggregation and refinement |
| SPSS Modeler Professional Functionality | 10% | - Stream creation and management - Scripting and automation - Node palettes and SuperNodes |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. 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) 42.283% of the 18-24 year old will churn.
B) 1.768% of those that churn are over 65 years of age.
C) Measured by Chi-square is a weak relationship.
D) Older age groups are less likely to churn than the younger ages.
2. Which web node options will remove lines from the graph? (Select all that apply)
A) Decrease the Max records/line
B) Increase the Maximum number of links to display.
C) Increase the Min records/line
3. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Select all that apply)
A) None of the above
B) Faster to score
C) Higher accuracy
D) Easier interpretation
4. In the Logistic node, can a Multinomial Model option be used when the target is flag field?
A) False
B) True
5. 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
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B,C | Question # 4 Answer: B | Question # 5 Answer: C |





