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SPSS IBMSPSSMBPDM Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Data Mining Fundamentals | - Business understanding and analytics objectives - Core concepts of data mining |
| Topic 2: Model Deployment | - Operationalizing predictive models - Scoring and deployment workflows |
| Topic 3: Modeling Techniques | - Classification models - Regression and clustering methods |
| Topic 4: Data Preparation | - Feature selection and preprocessing - Data cleaning and transformation |
| Topic 5: CRISP-DM Methodology | - Application in SPSS Modeler workflows - Phases of CRISP-DM |
| Topic 6: IBM SPSS Modeler Environment | - Interface and stream design - Data flow and node usage |
| Topic 7: Model Evaluation and Validation | - Model comparison and selection - Performance metrics |
SPSS IBM SPSS Modeler - Business Partner Data Mining Associate Sample Questions:
True or false: the Auto Classifier node estimates and compares predictive models for continuous target fields.
- A. True
- B. False
Correct Answer: B 🗳️
An online retailer wants to identify groups of customers based on components of their buying behavior, such as types of products purchased, volume of purchases, and frequency of purchases. What type of model would be used?
- A. Sequence model
- B. Association model
- C. Classification model
- D. Segmentation model
Correct Answer: D 🗳️
Examine the Data Audit output shown below.
What action will occur in a generated Outlier & Extreme Supernode for HOLCOST?
- A. Ten records will be set to the system missing (null) value for HOLCOST.
- B. Nine records will be deleted.
- C. Ten records will be deleted.
- D. Nine records will be set to the system missing (null) value for HOLCOST.
Correct Answer: C 🗳️
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