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SPSS IBM SPSS Modeler Professional Certification Sample Questions:

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

2. The Distribution node produces which output? (Select all that apply)

A) Chart showing the count for each category of 3 field
B) Chart showing the distribution for a continuous field
C) Summary statistics for a continuous field
D) Table displaying the percentage and count for each category of a field

3. Which statement accurately describes the function of the Coerce data check setting Type node?

A) Checks all fields for values outside the specified range and reports unspecified values.
B) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
C) None of the above is accurate.
D) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.

4. What are the options for defining outliers in the Data Audit node? (Select all that apply)

A) Standard deviation from the mean
B) Interlunar the number
C) Eigen values greater than 1
D) Values that represent less than 15% of all values

5. Which key items must be identified before a data mining project is started? (Select all that apply)

A) A business problem or question
B) Available data
C) Available expertise on the data and business
D) Data quality problem

Solutions: