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IBM IBM Certified Specialist BAS-010 IBM SPSS Modeler Professional v2 Exams
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IBM BAS-010 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Evaluation and Deployment | 15% | - Monitoring deployed models - Model evaluation and comparison - Export and score new data |
| Business and Data Understanding | 20% | - Data sources and import using Source nodes - CRISP-DM methodology and business objectives - Data visualization and distribution analysis |
| Administration and Troubleshooting | 10% | - Process Engine logs and diagnostics - Performance tuning and monitoring |
| Data Preparation | 30% | - Data cleaning and transformation - Type node and data coercion - Sampling, balancing, and dimensionality reduction - Merge, Append, and Field operations |
| Modeling | 25% | - Supervised and unsupervised learning methods - Model types and Auto Modeling nodes - SQL pushback and performance optimization |
IBM SPSS Modeler Professional v2 Sample Questions:
1. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Choose two.)
A) None of the above
B) Easter to score
C) Higher accuracy
D) Easier interpretation
2. Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?
A) Field Ops
B) Export
C) Record Ops
D) Sources
3. In the Aggregate node, when you click on Preview button, which statement is true?
A) The preview will by default be before aggregation but that can be changed.
B) The preview will always be before aggregation.
C) The Aggregate node does not have a Preview option.
D) The preview will always be after aggregation.
4. What are the options for defining outliers in the Data Audit node? (Choose two.)
A) Standard deviations from the mean
B) Values that represent less than 1% of all values
C) Eigen values greater than 1
D) Inter quartile range
5. After using the Binning node and Optimal binning method on Debt to income ratio using Previously defaulted as the Supervisor Field. we observe in the Matrix table the following relationship between the binned field and Previously defaulted.
True or false: this relationship exists because optimal binning attempts to create bins so the relationship between the Supervisor field and the Binned field is maximized.
A) True
B) False
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A,D | Question # 5 Answer: A |
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