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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 2: Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Topic 3: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Topic 4: Model Building | - Association and sequence analysis - Clustering techniques - Classification and regression models |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. A Balance node cannot be generated from Distribution node output.
A) True
B) False
2. Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?
A) Changes in marketing strategies by your firm.
B) Changes in general economy.
C) New customer in database.
D) New products and services sold by your firm.
3. Which method is not available for imputing missing values in Data Audit output?
A) Expression
B) Fixed
C) Multiple
D) Random
4. The Anomaly node is on which parameter or menu group?
A) Modeling
B) Record Ops
C) Output
D) Field Ops
5. Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)
A) C5
B) C & RT
C) CHAID
D) QUEST
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: A | Question # 5 Answer: A,D |
