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 28, 2026
  • Q&As: 25 Questions and Answers

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SPSS IBMSPSSMBPDA Exam Syllabus Topics:

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

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