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A00-274
  • Exam Code: A00-274
  • Exam Name: Interactive Model Building using SAS Visual Statistics 8.4 on SAS Viya
  • Updated: Jul 20, 2026
  • No. of Questions: 0 Questions and Answers
  • Download Limit: Unlimited

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SASInstitute A00-274 Exam Syllabus Topics:

SectionWeightObjectives
Building and Assessing Segmentation Models32%- Decision tree modeling
  • 1. Leaf analysis and interpretation
    • 2. Tree construction and pruning
      - Unsupervised segmentation
      • 1. K-means clustering
        • 2. Cluster interpretation and evaluation
          Model Comparison and Scoring9%- Scoring models
          • 1. Score code generation
            • 2. Deploying scoring models
              - Model comparison
              • 1. Champion model selection
                • 2. Assessment panel evaluation
                  SAS Visual Statistics Cross-functional Tasks18%- Data preparation and transformation
                  • 1. Create aggregated measures and derived variables
                    • 2. Filter data used for modeling
                      • 3. Prepare data using SAS Visual Analytics
                        - Model workflow operations
                        • 1. Perform model validation
                          • 2. Apply filters and group-by modeling
                            Building and Assessing Regression-type Models40%- Logistic regression modeling
                            • 1. Link functions and variable selection
                              • 2. Binary and multinomial logistic regression
                                - Model assessment
                                • 1. ROC, lift, KS statistics
                                  • 2. Residual analysis and fit statistics
                                    - Linear regression modeling
                                    • 1. Model specification and effects
                                      • 2. Model diagnostics and interpretation

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