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Last Updated: Sep 16, 2026
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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| SPSS Modeler Fundamentals | - Data import and preparation basics - Data stream and project structure - Introduction to IBM SPSS Modeler environment |
| Advanced SPSS Modeler Features | - Stream optimization and performance tuning - Automated modeling (Auto Classifier, Auto Numeric) - Integration with IBM analytics ecosystem |
| Data Preparation and Transformation | - Field derivation and manipulation techniques - Data cleaning and handling missing values - Data transformation and feature engineering |
| Model Building Techniques | - Clustering and segmentation methods - Association and sequence modeling - Classification and regression models |
| Model Evaluation and Deployment | - Model comparison and selection - Model validation and performance evaluation - Deployment of predictive models |
IBM SPSS Modeler Professional v2 Sample Questions:
In order to make Decision Tree models more general, avoid overfitting, and make the trees less complex, what would you need to change in the dialog below? (Choose two.)
- A. Increase the pruning severity.
- B. Increase the Minimum records per child branch.
- C. Decrease the Minimum records per child branch.
- D. Decrease the pruning severity.
Correct Answer: A,B 🗳️
Assume you have four fields, 4, A, C and D and you wish to find the sum of the values even if there are $null$ missing values in one or more fields. Which expression would accomplish this task?
- A. to_real(A) + to_real(B) + to_real(C) + to_real(D)
- B. Sum_n((ABCIJ))
- C. A+B+C+D
- D. sum_n([A, B, C, D])
Correct Answer: D 🗳️
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
- A. Table node
- B. Means node
- C. Distribution node
- D. Statistics node
Correct Answer: B 🗳️
Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?
- A. Modeling
- B. Evaluation
- C. Business Understanding
- D. Data Preparation
Correct Answer: D 🗳️
Fields of which measurement type are best suited for a Distribution node? (Choose two.)
- A. Nominal
- B. Flag
- C. Continuous
- D. Type less
Correct Answer: A,B 🗳️
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