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| Section | Objectives |
|---|---|
| Data Preparation | - Data cleaning and transformation - Feature selection and preprocessing |
| Model Evaluation and Validation | - Model comparison and selection - Performance metrics |
| Modeling Techniques | - Regression and clustering methods - Classification models |
| CRISP-DM Methodology | - Phases of CRISP-DM - Application in SPSS Modeler workflows |
| IBM SPSS Modeler Environment | - Interface and stream design - Data flow and node usage |
| Model Deployment | - Operationalizing predictive models - Scoring and deployment workflows |
| Data Mining Fundamentals | - Core concepts of data mining - Business understanding and analytics objectives |
1. True or false: given the information in the Data Audit Quality table below, the generated Filter node will exclude only the fields logwire, logequi, logtoll, and logcard.
A) False
B) True
2. How many phases are in the CRISP-DM Process Methodology?
A) Six
B) Five
C) Four
D) Seven
3. Which node can be used to impute (estimate) missing values?
A) Balance node
B) Reclassify node
C) Data Audit node
D) Filler node
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: C |
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