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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Deployment- Scoring models in SPSS Modeler
- Deployment considerations and automation
Topic 2: Data Preparation- Data integration and sampling techniques
- Data cleaning and transformation in SPSS Modeler
- Handling missing values and outliers
Topic 3: Model Building- Clustering techniques
- Classification and regression models
- Association and sequence analysis
Topic 4: Model Evaluation- Validation techniques (train/test split, cross-validation)
- Model performance metrics

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

Question 1

Which Decision Tree method can only work categorical (non-continuous) targets? (Select all that apply)

A. QUEST
B. C5
C. CHAID
D. C & RT


Question 2

A Database Export node can be used to write data to more than one database table in the same operation.

A. True
B. False


Question 3

Assume you have two data files: a personnel file with information about employees and a second file with information about performance categories. You will use IBM SPSS Modeler to merge the files together using performance category as the key. However, there are inconsistence in the category keys used in both in the personnel file and the performance file. In order to merge the files together without losing information from either the personnel file or the performance category file, you would use:

A. A partial outer join
B. An anti-join
C. A full outer join
D. An inner join


Question 4

Missing values can be specified in the Source node used to read the data or in the type node.

A. True
B. False


Question 5

To score new data using an existing model, the user must:

A. Change the data source and rename the fields so they do not match the names of the fields in original file.
B. Change the data source and rename the fields as needed to match the names of the in original file.
C. Not change the data source and develop a new model for that data.
D. Change the data source and develop a new model for that data.


Solutions:

Question 1
Answer: A,B
Question 2
Answer: B
Question 3
Answer: C
Question 4
Answer: A
Question 5
Answer: C

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