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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:

                              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.
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

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

                              • A. False
                              • B. True
                              Reveal Solution  Discussion  0

                              Correct Answer: B  🗳️

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

                              • A. False
                              • B. True
                              Reveal Solution  Discussion  0

                              Correct Answer: A  🗳️

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