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| Section | Objectives |
|---|---|
| Topic 1: IBM SPSS Modeler Environment | - Data flow and node usage - Interface and stream design |
| Topic 2: Model Deployment | - Operationalizing predictive models - Scoring and deployment workflows |
| Topic 3: Data Mining Fundamentals | - Core concepts of data mining - Business understanding and analytics objectives |
| Topic 4: Data Preparation | - Feature selection and preprocessing - Data cleaning and transformation |
| Topic 5: CRISP-DM Methodology | - Phases of CRISP-DM - Application in SPSS Modeler workflows |
| Topic 6: Model Evaluation and Validation | - Model comparison and selection - Performance metrics |
| Topic 7: Modeling Techniques | - Regression and clustering methods - Classification models |
1. True or false: running Auto Dataprep results in data transformation nodes placed in a Supernode on the canvas.
A) False
B) True
2. Which node can be used to easily generate a field that divides the data into subsamples for the Training and Testing stages of modeling?
A) Filler
B) Balance
C) Sample
D) Partition
3. True or false: in the stream below
, the CHAID node and Neural Net node can be combined in a single Supernode.
A) False
B) True
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: A |
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