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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Model Deployment | - Scoring models in SPSS Modeler - Deployment considerations and automation |
| Topic 2: Model Evaluation | - Validation techniques (train/test split, cross-validation) - Model performance metrics |
| Topic 3: Data Preparation | - Data cleaning and transformation in SPSS Modeler - Data integration and sampling techniques - Handling missing values and outliers |
| Topic 4: Model Building | - Clustering techniques - Association and sequence analysis - Classification and regression models |
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. 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
2. Which web node options will remove lines from the graph? (Select all that apply)
A) Decrease the Max records/line
B) Increase the Min records/line
C) Increase the Maximum number of links to display.
3. Suppose you wanted to select only the records with complete data on all the fields for analysis and generate a Select node to perform that operation. Which other node should you use to generate the Select node?
A) Data Audit node
B) Filter node
C) Filler node
D) Derive node
4. Missing values can be specified in the Source node used to read the data or in the type node.
A) True
B) False
5. Which statement accurately describes the function of the Coerce data check setting Type node?
A) Checks fully instantiated fields for values outside the specified range and reports unspecified values.
B) Checks all fields for values outside the specified range and reports unspecified values.
C) Checks fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
D) None of the above is accurate.
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B |
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