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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
| Model Evaluation | - Model performance metrics
- Validation techniques (train/test split, cross-validation)
|
| Model Deployment | - Deployment considerations and automation
- Scoring models in SPSS Modeler
|
| Model Building | - Association and sequence analysis
- Clustering techniques
- Classification and regression models
|
| Data Preparation | - Data integration and sampling techniques
- Data cleaning and transformation in SPSS Modeler
- Handling missing values and outliers
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which node is best suited for revealing relationships between continuous and categorical (nominal, ordinal) fields?
A) Table node
B) Distribution node
C) Statistics node
D) Means node
2. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?
A) Record Ops
B) Field Ops
C) Export
D) Sources
3. In the regression node, which option uses all of the input fields in the model regardless of importance or significance?
A) Enter
B) Backwards
C) Stepwise
D) Forwards
4. Which mode is not available In the Auto Numeric node?
A) Neural Net
B) Regression
C) Chaid
D) Logistic
5. The Feature Selection node is used for what reasons? (Select all that apply)
A) Screens input fields for problems such as missing data.
B) Ranks the model by importance.
C) Selects the best fitting model
D) Selects the best input fields for model.
Solutions:
Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: A,B |