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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionWeightObjectives
Deployment10%- Stream export and integration
- Scoring new data
- Reporting and documentation
Data Understanding15%- Explore and visualize data
- Identify data quality issues
SPSS Modeler Professional Functionality10%- Scripting and automation
- Stream creation and management
- Node palettes and SuperNodes
Data Preparation20%- Filtering, aggregation and refinement
- Data transformation and cleaning
- Sampling, partitioning and balancing
- Data integration, merging and appending
Business Understanding and Planning10%- CRISP-DM methodology
- Align business objectives to data mining goals
Evaluation and Analysis15%- Model performance assessment
- Validation methods
- Interpretation and visualization of results
Modeling20%- Association and sequence models
- Classification and regression models
- Clustering and segmentation models
- Auto-modeling and ensemble techniques

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Generally speaking, to modify values in columns of working data file, you would use nodes from which palette or menu group?

A) Field Ops
B) Export
C) Record Ops
D) Sources


2. In the regression node, which option uses all of the input fields in the model regardless of importance or significance?

A) Stepwise
B) Enter
C) Forwards
D) Backwards


3. A Database Export node can be used to write data to more than one database table in the same operation.

A) False
B) True


4. What is the function of the Ensemble node?

A) Combining models together to produce higher accuracy
B) The development of additional fields to improve accuracy
C) Transferring the existing values to improve accuracy
D) None of the above


5. Using the Linear node, what are the advantages of creating a standard model without boosting or bagging? (Select all that apply)

A) Easier interpretation
B) Faster to score
C) None of the above
D) Higher accuracy


Solutions:

Question # 1
Answer: A
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: A
Question # 5
Answer: B,D

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