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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Preparation and Transformation | - Data cleaning and handling missing values - Field derivation and manipulation techniques - Data transformation and feature engineering |
| Model Evaluation and Deployment | - Model comparison and selection - Model validation and performance evaluation - Deployment of predictive models |
| SPSS Modeler Fundamentals | - Data import and preparation basics - Data stream and project structure - Introduction to IBM SPSS Modeler environment |
| Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
| Model Building Techniques | - Classification and regression models - Clustering and segmentation methods - Association and sequence modeling |
IBM SPSS Modeler Professional v2 Sample Questions:
Which statement is correct regarding the Balance node shown below?
- A. The result group sizes will always be the same each time the Balance node is run.
- B. The sizes of the larger two groups will be reduced to equal the size of the smallest group.
- C. The "bad profit" category is the smallest group.
- D. The sizes of the first and third groups will be increased.
Correct Answer: D 🗳️
The Select node shown below performs which operation?
- A. The expression is incorrect.
- B. Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.
- C. Selects respondents whose incomes are exactly 20,000 or 50,000.
- D. Selects respondents whose incomes are between 20,000 and 50,000.
Correct Answer: A 🗳️
True or false: in the PCA/Factor node when doing a Principal Components analysis without rotation, the values reported in the Component Matrix represents the correlation between each field and a factor.
- A. True
- B. False
Correct Answer: A 🗳️
Which statement is the correct interpretation of the rule: "those that use less than or equal to 4.976 of LOCAL are predicted to be InVol"?
- A. Thisruledoesnotexist.
- B. The accuracy of this rule cannot be determined.
- C. The rule applies to 88 people and the confidence is 80.7%.
- D. This rule was accurate 88 times which was 80.7% of the time.
Correct Answer: C 🗳️
What are the options for defining outliers in the Data Audit node? (Choose two.)
- A. Standard deviations from the mean
- B. Eigen values greater than 1
- C. Values that represent less than 1% of all values
- D. Inter quartile range
Correct Answer: A,D 🗳️
