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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Preparation and Transformation | - Field derivation and manipulation techniques - Data cleaning and handling missing values - Data transformation and feature engineering |
| Topic 2: Model Building Techniques | - Clustering and segmentation methods - Classification and regression models - Association and sequence modeling |
| Topic 3: Model Evaluation and Deployment | - Model validation and performance evaluation - Deployment of predictive models - Model comparison and selection |
| Topic 4: SPSS Modeler Fundamentals | - Data import and preparation basics - Introduction to IBM SPSS Modeler environment - Data stream and project structure |
| Topic 5: Advanced SPSS Modeler Features | - Stream optimization and performance tuning - Integration with IBM analytics ecosystem - Automated modeling (Auto Classifier, Auto Numeric) |
IBM SPSS Modeler Professional v2 Sample Questions:
Question 1
The Select node shown below performs which operation?
A. Selects respondents whose incomes are greater than or equal to 20,000 and less than or equal to 50,000.
B. Selects respondents whose incomes are exactly 20,000 or 50,000.
C. The expression is incorrect.
D. Selects respondents whose incomes are between 20,000 and 50,000.
Question 2
Which key items must be identified before a data mining project is started? (Choose three.)
A. Data quality problems
B. A business problem or question
C. Available expertise on the data and business
D. Available data
Question 3
Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A. Distribution node
B. Table node
C. Statistics node
D. Means node
Question 4
Which statements are true of the Feature Selection node? (Choose two.)
A. The Target fields can be either categorical or continuous measurement.
B. When a Target field is not specified then it will create a generalized output.
C. The Input fields can only be continuous measurement.
D. Input fields can be selected on the basis of importance.
Question 5
In the Regression node, which option uses all of the input fields in the model regardless of importance or significance?
A. Backwards
B. Stepwise
C. Enter
D. Forwards
Solutions:
| Question 1 Answer: C | Question 2 Answer: B,C,D | Question 3 Answer: D | Question 4 Answer: A,D | Question 5 Answer: C |
