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SPSS IBMSPSSMPRO Exam Syllabus Topics:

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

For the training data set, the Neutral Net and the C5 model make the same prediction:

A) 92.77% of the time
B) 87.79% of the time.
C) 93.80% of the time
D) 87.62% of the time


2. In the Gains Chart displayed below, what does the $BEST-CHURNED line represent?

A) The best model for cases in the training partition to predict the field CHURNED
B) The best current model to predict the field CHURNED
C) The theoretically best model to predict the field CHUREND
D) None of the above


3. Which node allows you to choose from many different graph types (tar charts, attempts, hampers) in the single node?

A) Evaluation node
B) Multiple node
C) Graphboard node
D) Collection node


4. Which of the following is the biggest advantage of using a data cache?

A) Integrating the modified data with the original data source.
B) Using the prepared data file more efficiently.
C) Applying modifications to new data more easily.
D) Creating reports or doing other analysis with other software.


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) Changes in marketing strategies by your firm.
B) New products and services sold by your firm.
C) Changes in general economy.
D) New customer in database.


Solutions:

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

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