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SPSS IBMSPSSMPRO Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Modeling | - Build predictive models
| |
| Topic 2: Data Understanding | - Explore and assess data
| |
| Topic 3: Data Preparation | - Prepare data for modeling
| |
| Topic 4: Business Understanding and Planning | 10% | - Business objectives
|
| Topic 5: Deployment | - Implement analytical solutions
| |
| Topic 6: Evaluation | - Assess model performance
|
SPSS IBM SPSS Modeler Professional Certification Sample Questions:
1. Which Model nodes can have a categorical target field? (Select all that apply)
A) C & R Tree node
B) Neutral Net node
C) Linear node
D) Discriminant node
2. The Database Source node is used to read data from which source? (Select all that apply)
A) SAS
B) SQL Server
C) IBM "SPSS" Statistics
D) Oracle
3. A Database Export node can be used to write data to more than one database table in the same operation.
A) True
B) False
4. In two step node shown below, what does standardize numeric fields mean?
A) Eliminate outliers to improve results.
B) Limit the number of created clusters.
C) Transform the numeric fields to a scale with a mean of zero and variance of one.
D) Use only the numeric fields scale.
5. What are the advantages of pruning Decision Tree models? (Select all that apply.)
A) Pruning can improve the generalization of the tree.
B) Pruning in make the tree easier to interpret.
C) Pruning can increase the accuracy of the tree.
D) Pruning can help simplify the tree.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: A,B | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: A,D |
