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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building | - Clustering techniques - Classification and regression models - Association and sequence analysis |
| Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Data Preparation | - Data cleaning and transformation in SPSS Modeler - Handling missing values and outliers - Data integration and sampling techniques |
| Model Evaluation | - Model performance metrics - Validation techniques (train/test split, cross-validation) |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which statement about the filer dialogue shown below is correct?
A) Missing values for the field @FIELD will be replaced.
B) None of the statements is correct.
C) No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
D) The missing values for both AGE and INCOME will be replaced by zeroes.
2. Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)
A) C5
B) C & RT
C) CHAID
D) QUEST
3. Which of the following is the biggest advantage of using a data cache?
A) Integrating the modified data with the original data source
B) Applying modifications to new data more easily
C) Using the prepared data file more efficiently
D) Creating reports or doing other analyses with other software
4. The Distribution node produces which output? (Select all that apply)
A) Table displaying the percentage and count for each category of a field
B) Summary statistics for a continuous field
C) Chart showing the distribution for a continuous field
D) Chart showing the count for each category of 3 field
5. 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) Sources
C) Export
D) Field Ops
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,D | Question # 3 Answer: C | Question # 4 Answer: A,C | Question # 5 Answer: D |
