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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
| Topic 1: Data Preparation | - Data cleaning and transformation in SPSS Modeler
- Data integration and sampling techniques
- Handling missing values and outliers
|
| Topic 2: Model Evaluation | - Validation techniques (train/test split, cross-validation)
- Model performance metrics
|
| Topic 3: Model Deployment | - Deployment considerations and automation
- Scoring models in SPSS Modeler
|
| Topic 4: Model Building | - Clustering techniques
- Classification and regression models
- Association and sequence analysis
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which statement is correct regarding the sample node dialogue shown below?

A) It will select every 60th record from the data.
B) It will select approximately 60% of the records. This is, each record will have a 605 probability of being selected.
C) It will randomly select exactly 60% of all the record.
D) It will always draw the same 60% of records each time this sample node is run.
2. In a derive node, which expressions will produce a continuous data type rather than a string? (Select all that apply)
A) "03/15/2009"
B) "2001-04-23"
C) To_date("12/01/2050")
D) Datetime_date(2008.05.22)
3. Which statement is correct regarding the Balance node shown below?

A) The sizes of the first and third groups will be increased.
B) The sizes of the larger two groups will be reduced to equal the size of smallest group.
C) The result group sizes will always be the same each time the Balance node is run.
D) The "bad profit" category is the smallest group.
4. The Select node shown below performs which operation?

A) Selects respondents whose incomes are exactly 20,000 or 50,000.
B) The expression is incorrect.
C) Selects respondents whose incomes are between 20,000 and 50,000.
D) Selects respondents whose incomes are greater than or equal to 20, 000 and less than or equal to 50,000.
5. Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?
A) Graphboard node
B) Collection node
C) Multiple node
D) Evaluation node
Solutions:
Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: A |