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SPSS IBMSPSSMPRO Exam Syllabus Topics:

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

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

Question #1

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

  • A. Normal
  • B. Partition
  • C. Target
  • D. Input
Reveal Solution  Discussion  0

Correct Answer: C,D  🗳️

Question #2

Which statement about the filer dialogue shown below is correct?

  • A. The missing values for both AGE and INCOME will be replaced by zeroes.
  • B. Missing values for the field @FIELD will be replaced.
  • C. None of the statements is correct.
  • D. No missing values will be replaced because neither field was specified in Condition box for missing value replacement.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #3

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. Sources
  • C. Export
  • D. Record Ops
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #4

Assume you have a data file which has the first and last name (Called FIRST_NAME and LAST_NAME respectively). You would use a Derive node to create a field named FULL_NAME containing values with first name, space, last name. Which expression would produce the correct result?

  • A. FIRST_NAME + ** + LAST_NAME
  • B. FIRST_NAME >< ** >< LAST_NAME
  • C. FIRST_NAME ** ++ ** LAST_NAME
  • D. FIRST_NAME >< LAST_NAME
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

Question #5

Once a model has been developed, it needs to be monitored to be determining when it needs to be replaced. Which of the following is not a reason for replacing the model?

  • A. New products and services sold by your firm.
  • B. Changes in marketing strategies by your firm.
  • C. New customer in database.
  • D. Changes in general economy.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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