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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Deployment | - Deployment considerations and automation - Scoring models in SPSS Modeler |
| Topic 2: Model Building | - Classification and regression models - Clustering techniques - Association and sequence analysis |
| Topic 3: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 4: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques - Handling missing values and outliers |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Assuming there are enough records and Age in years and Years of current address have sufficient range of values, the Binning node below will produce how many new fields?
A) 1 new field which is behind sum of age of years and years at current address
B) 6 new fields, two for each Bin field and two measures of error
C) 2 new fields, one for each Bin field
D) 4 new fields, two for each Bin field
2. The Distribution node produces which output? (Select all that apply)
A) Summary statistics for a continuous field
B) Chart showing the distribution for a continuous field
C) Chart showing the count for each category of 3 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) None of the above is accurate.
C) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
D) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
4. Which statements are true of the Feature Selection node? (Select all that apply)
A) The Input fields can only be continuous measurement.
B) When a target field is not specified then it will create a generalized output.
C) The Target fields can be either categorical or continuous measurement.
D) Input fields can be selected on the basis or importance.
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 develop a new model for that data.
C) Change the data source and rename the fields as needed to match the names of the in original file.
D) Not change the data source and develop a new model for that data.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,D | Question # 3 Answer: A | Question # 4 Answer: C,D | Question # 5 Answer: D |


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