SASInstitute Interactive Model Building using SAS Visual Statistics 8.4 on SAS Viya : A00-274

  • Exam Code: A00-274
  • Exam Name: Interactive Model Building using SAS Visual Statistics 8.4 on SAS Viya
  • Updated: Jul 31, 2026
  • Q&As: 0 Questions and Answers

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SASInstitute A00-274 Exam Syllabus Topics:

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

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