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

A00-274 real exams

Exam Code: A00-274

Exam Name: Interactive Model Building using SAS Visual Statistics 8.4 on SAS Viya

Updated: Sep 08, 2026

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SASInstitute A00-274 Exam Syllabus Topics:

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

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