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SPSS IBMSPSSMBPDM Exam Syllabus Topics:

SectionObjectives
Topic 1: Evaluation- Model assessment
  • 1. Business relevance validation
    • 2. Accuracy and performance metrics
      Topic 2: Business Understanding- Define business objectives and data mining goals
      • 1. Translate business problems into analytical objectives
        • 2. CRISP-DM methodology overview
          Topic 3: Modeling- Predictive modeling techniques
          • 1. Model training in IBM SPSS Modeler
            • 2. Classification models
              • 3. Clustering and segmentation
                Topic 4: Data Understanding- Initial data exploration
                • 1. Data quality assessment
                  • 2. Descriptive statistics and distributions
                    Topic 5: Deployment- Model deployment and application
                    • 1. Operationalizing predictive models
                      • 2. Reporting and decision integration
                        Topic 6: Data Preparation- Data cleaning and transformation
                        • 1. Handling missing values and outliers
                          • 2. Data integration and sampling
                            • 3. Field derivation and transformation

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

                              1. True or false: the Feature Selection node adds a Model Nugget to the stream.

                              A) False
                              B) True


                              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: given the information in the Data Audit Quality table below, the generated Filter node will exclude only the fields logwire, logequi, logtoll, and logcard.

                              A) False
                              B) True


                              Solutions:

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

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