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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Business Understanding and Planning | 10% | - Align business objectives to data mining goals - CRISP-DM methodology |
| Topic 2: Data Understanding | 15% | - Identify data quality issues - Explore and visualize data |
| Topic 3: Deployment | 10% | - Scoring new data - Reporting and documentation - Stream export and integration |
| Topic 4: Data Preparation | 20% | - Data integration, merging and appending - Sampling, partitioning and balancing - Filtering, aggregation and refinement - Data transformation and cleaning |
| Topic 5: Evaluation and Analysis | 15% | - Validation methods - Model performance assessment - Interpretation and visualization of results |
| Topic 6: SPSS Modeler Professional Functionality | 10% | - Scripting and automation - Node palettes and SuperNodes - Stream creation and management |
| Topic 7: Modeling | 20% | - Clustering and segmentation models - Association and sequence models - Auto-modeling and ensemble techniques - Classification and regression models |
1. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?
A) Export
B) Sources
C) Record Ops
D) Field Ops
2. The Select node shown below performs which operation?
A) Selects respondents whose incomes are between 20,000 and 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 greater than or equal to 20, 000 and less than or equal to 50,000.
3. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.
A) Generate ... Select Node ("Or")
B) Generate ... Select Node ("And")
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 after aggregation.
C) The preview will always be before aggregation.
D) The preview will by default be before aggregation but that can be changed.
5. 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 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.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: B |
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