SPSS IBM SPSS Modeler - Business Partner Data Analyst Associate : IBMSPSSMBPDA

  • Exam Code: IBMSPSSMBPDA
  • Exam Name: IBM SPSS Modeler - Business Partner Data Analyst Associate Exam
  • Updated: Aug 13, 2026     Q & A: 25 Questions and Answers

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SPSS IBMSPSSMBPDA Exam Syllabus Topics:

SectionObjectives
Topic 1: Predictive Modeling- Classification techniques
  • 1. Logistic regression basics
    • 2. Decision trees
      - Clustering and segmentation
      • 1. K-means clustering
        • 2. Customer segmentation use cases
          Topic 2: Model Evaluation and Validation- Model validation techniques
          • 1. Cross-validation concepts
            • 2. Training and testing split
              - Model performance metrics
              • 1. Accuracy and confusion matrix
                • 2. ROC and lift charts
                  Topic 3: Business Application of Analytics- Deployment considerations
                  • 1. Operationalizing models
                    • 2. Reporting and insights delivery
                      - Business problem framing
                      • 1. Use case identification
                        • 2. Translating business needs into models
                          Topic 4: IBM SPSS Modeler Fundamentals- Data understanding and profiling
                          • 1. Data types and structures
                            • 2. Data quality assessment
                              - Introduction to SPSS Modeler interface
                              • 1. Streams and nodes overview
                                • 2. Data preparation basics
                                  Topic 5: Data Preparation and Transformation- Data transformation methods
                                  • 1. Normalization and aggregation
                                    • 2. Deriving new fields
                                      - Data cleansing techniques
                                      • 1. Outlier detection and treatment
                                        • 2. Handling missing values

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