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SPSS IBMSPSSMPRO

IBMSPSSMPRO

Exam Code: IBMSPSSMPRO

Exam Name: IBM SPSS Modeler Professional Certification

Updated: Sep 15, 2026

Q&A Number: 73 Q&As

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SPSS IBMSPSSMPRO Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Understanding- Explore and assess data
  • 1. Detect missing or invalid values
  • 2. Audit data quality
  • 3. Identify field types and measurement levels
Topic 2: Modeling- Build predictive models
  • 1. Decision tree models
  • 2. Association and sequence models
  • 3. Regression models
  • 4. Clustering and segmentation
  • 5. Neural network models
Topic 3: Deployment- Implement analytical solutions
  • 1. Deploy models into business processes
  • 2. Score new data
  • 3. Generate and communicate results
Topic 4: Data Preparation- Prepare data for modeling
  • 1. Sample and filter data
  • 2. Aggregate and restructure records
  • 3. Import and export data
  • 4. Derive and reclassify fields
  • 5. Transform and bin variables
  • 6. Merge and append datasets
Topic 5: Evaluation- Assess model performance
  • 1. Interpret evaluation metrics
  • 2. Validate predictive accuracy
  • 3. Compare candidate models
Topic 6: Business Understanding and Planning10%- Business objectives
  • 1. Define business problems
  • 2. Plan analytical projects
  • 3. Apply CRISP-DM methodology

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

Question #1
Which of the following is not a part of Business Understanding phase of the CRISP-DM (Cross industry Standard Process for Data Mining) Methodology?

A. Producing a project Plan
B. Determining Business Objectives
C. Initial Data Collection
D. Determining Data Mining Goals


Question #2
Which Source node would you use to read text from a free field (delimited) text file?

A. Enterprise View node
B. Var. File node
C. Data Collection node
D. Fixed File node


Question #3
Examine the output generated by the K-Means clustering model.

Study the results of distribution node relating the clusters created by K-means to the outcome (dependant) field called churned (current=current customers; Vol = customers that left inVol = customers that were dropped because they did not pay)

If the goal is to not lose the InVol customers, what can be done to reduce the sketched of this occurring?

A. Create a "Pay as You Go" plan (pay only for the minutes you use)
B. Improve the long distance calling plan and rates.
C. Improve the international calling plan and rates
D. Improve the local calling plan and rates


Question #4
Missing values can be specified in the Source node used to read the data or in the type node.

A. False
B. True


Question #5
Which values are available as Field Roles? (Select all that apply)

A. Target
B. Input
C. Normal
D. Partition


Solutions:

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

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