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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Modeling | - Build predictive models
| |
| Data Preparation | - Prepare data for modeling
| |
| Deployment | - Implement analytical solutions
| |
| Business Understanding and Planning | 10% | - Business objectives
|
| Evaluation | - Assess model performance
| |
| Data Understanding | - Explore and assess data
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
What are the options for defining outliers in the Data Audit node? (Select all that apply)
- A. Values that represent less than 15% of all values
- B. Interlunar the number
- C. Standard deviation from the mean
- D. Eigen values greater than 1
Which statement is correct regarding the Balance node shown below?
- A. The "bad profit" category is the smallest group.
- B. The result group sizes will always be the same each time the Balance node is run.
- C. The sizes of the larger two groups will be reduced to equal the size of smallest group.
- D. The sizes of the first and third groups will be increased.
Which statement about the filer dialogue shown below is correct?
- A. Missing values for the field @FIELD will be replaced.
- B. No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
- C. The missing values for both AGE and INCOME will be replaced by zeroes.
- D. None of the statements is correct.
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. An inner join
- B. An anti-join
- C. A full outer join
- D. A partial outer join
Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?
- A. Determining Business Objectives
- B. Determining Data Mining Goals
- C. Producing a project Plan
- D. Initial Data Collection
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