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IBM BAS-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation and Deployment | - Model comparison and selection - Model validation and performance evaluation - Deployment of predictive models |
| Model Building Techniques | - Clustering and segmentation methods - Classification and regression models - Association and sequence modeling |
| Advanced SPSS Modeler Features | - Automated modeling (Auto Classifier, Auto Numeric) - Stream optimization and performance tuning - Integration with IBM analytics ecosystem |
| Data Preparation and Transformation | - Data transformation and feature engineering - Data cleaning and handling missing values - Field derivation and manipulation techniques |
| SPSS Modeler Fundamentals | - Data stream and project structure - Introduction to IBM SPSS Modeler environment - Data import and preparation basics |
IBM SPSS Modeler Professional v2 Sample Questions:
1. What are the advantages of pruning Decision Tree models? (Choose three.)
A) Pruning can improve the generalization of the tree.
B) Pruning can help simplify the tree.
C) Pruning can make the tree easier to interpret.
D) Pruning can increase the accuracy of the tree.
2. Examine the output generated by the K-Means clustering model.
Study the results of the Distribution node relating the clusters created by K-Means to the outcome (dependent) field current customers; Vol = customers that left; In Vol = customers that were dropped because they did not pay).
A) Improve the international calling plan and rates.
B) Improve the long distance calling plan and rates.
C) Create a"Pay as You Go"plan (pay only for the minutes you use).
D) Improve the local calling plan and rates.
3. Which statement is correct regarding the Balance node shown below?
A) The sizes of the larger two groups will be reduced to equal the size of the smallest group.
B) The "bad profit" category is the smallest group.
C) The sizes of the first and third groups will be increased.
D) The result group sizes will always be the same each time the Balance node is run.
4. In the Aggregate node, when you click on Preview button, which statement is true?
A) The Aggregate node does not have a Preview option.
B) The preview will always be before aggregation.
C) The preview will always be after aggregation.
D) The preview will by default be before aggregation but that can be changed.
5. True or false: a Database Export node can be used to write data to more than one database table in the same operation.
A) True
B) False
Solutions:
| Question # 1 Answer: A,B,C | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B |







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