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SPSS IBMSPSSMPRO Exam Overview:

Certification Vendor:IBM
Exam Name:IBM SPSS Modeler Professional Certification
Exam Number:IBMSPSSMPRO
Exam Duration:90 minutes
Related Certifications:IBM Certified Specialist - SPSS Modeler Professional v3
Certificate Validity Period:Historically valid while certification remained active; this certification program has been withdrawn.
Exam Format:Multiple Choice, Scenario-based Questions
Real Exam Qty:60
Available Languages:English
Passing Score:40 out of 60 questions (approximately 67%)
Exam Price:USD 200
Sample Questions:SPSS IBMSPSSMPRO Sample Questions
Exam Way:Pearson VUE authorized testing centers (historically); the certification and its associated exam have been withdrawn by IBM.
Pre Condition:Recommended knowledge includes database and ODBC concepts, basic statistical concepts, and basic computer programming proficiency. No mandatory prerequisite exam was required.
Official Syllabus URL:https://www.ibm.com/training/certification/ibm-certified-specialist-spss-modeler-professional-v3-47100203

SPSS IBMSPSSMPRO Exam Syllabus Topics:

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

SPSS IBM SPSS Modeler Professional Certification Sample Questions:

1. Given the following Output Table to create a select node which includes vehicles from both groups A and B, click on A and on B (as shown) and select from the menu.

A) Generate ... Select Node ("And")
B) Generate ... Select Node ("Or")


2. A histogram chart is used to graph fields of which measurement type?

A) Ordinal
B) Flag
C) Nominal
D) Continuous


3. In the Aggregate node, when you click on Preview button, which statement is true?

A) The preview will always be before aggregation.
B) The preview will always be after aggregation.
C) The Aggregate node does not have a Preview option.
D) The preview will by default be before aggregation but that can be changed.


4. 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 fully instantiated fields for values outside the specified range and converts unspecified values to legal values.
C) Checks all fields for values outside the specified range and reports unspecified values.
D) None of the above is accurate.


5. The set Random seed option on the sample node is required if you want to draw the same random sample with the same records more than once.

A) False
B) True


Solutions:

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

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