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SPSS IBMSPSSMBPDM Exam Syllabus Topics:

SectionObjectives
Data Understanding- Initial data exploration
  • 1. Data quality assessment
    • 2. Descriptive statistics and distributions
      Data Preparation- Data cleaning and transformation
      • 1. Handling missing values and outliers
        • 2. Data integration and sampling
          • 3. Field derivation and transformation
            Business Understanding- Define business objectives and data mining goals
            • 1. Translate business problems into analytical objectives
              • 2. CRISP-DM methodology overview
                Evaluation- Model assessment
                • 1. Business relevance validation
                  • 2. Accuracy and performance metrics
                    Modeling- Predictive modeling techniques
                    • 1. Classification models
                      • 2. Clustering and segmentation
                        • 3. Model training in IBM SPSS Modeler
                          Deployment- Model deployment and application
                          • 1. Operationalizing predictive models
                            • 2. Reporting and decision integration

                              SPSS IBM SPSS Modeler - Business Partner Data Mining Associate Sample Questions:

                              1. What will occur if the deployment data has a very different range than the data that was used in modeling?

                              A) The model nugget will automatically nullify those cases that are out of range .075.
                              B) The model may overpredict or underpredict.
                              C) The model will underpredict.
                              D) The model will overpredict.


                              2. True or false: association models require all fields used to be defined with the role of both.

                              A) False
                              B) True


                              3. True or false: the Auto Classifier node estimates and compares predictive models for continuous target fields.

                              A) False
                              B) True


                              Solutions:

                              Question # 1
                              Answer: B
                              Question # 2
                              Answer: B
                              Question # 3
                              Answer: A

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