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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Data Preparation | - Data integration and sampling techniques - Handling missing values and outliers - Data cleaning and transformation in SPSS Modeler |
| Model Building | - Clustering techniques - Classification and regression models - Association and sequence analysis |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
A Database Export node can be used to write data to more than one database table in the same operation.
- A. False
- B. True
What is the function of the Ensemble node?
- A. The development of additional fields to improve accuracy
- B. None of the above
- C. Combining models together to produce higher accuracy
- D. Transferring the existing values to improve accuracy
The Database Source node is used to read data from which source? (Select all that apply)
- A. SAS
- B. SQL Server
- C. IBM "SPSS" Statistics
- D. Oracle
Missing values can be specified in the Source node used to read the data or in the type node.
- A. False
- B. True
Which method is not available for imputing missing values in Data Audit output?
- A. Expression
- B. Fixed
- C. Multiple
- D. Random
Liz -
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