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SPSS IBMSPSSMBPDM Exam Syllabus Topics:

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

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

                              Question 1

                              Which node is used to read data from a comma delimited text file?

                              A. Statistics File
                              B. Var. File
                              C. Data Collection
                              D. Fixed File


                              Question 2

                              Which node can be used to easily generate a field that divides the data into subsamples for the Training and Testing stages of modeling?

                              A. Balance
                              B. Sample
                              C. Filler
                              D. Partition


                              Question 3

                              Which node can be used to impute (estimate) missing values?

                              A. Reclassify node
                              B. Filler node
                              C. Data Audit node
                              D. Balance node


                              Solutions:

                              Question 1
                              Answer: B
                              Question 2
                              Answer: D
                              Question 3
                              Answer: C

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