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SASInstitute A00-274

A00-274

Exam Code: A00-274

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

Updated: Oct 02, 2026

Q & A: 0 Questions and Answers

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SASInstitute A00-274 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and Assessing Regression-type Models40%- Logistic regression modeling
  • 1. Binary and multinomial logistic regression
    • 2. Link functions and variable selection
      - 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
              Topic 2: Model Comparison and Scoring9%- Scoring models
              • 1. Score code generation
                • 2. Deploying scoring models
                  - Model comparison
                  • 1. Champion model selection
                    • 2. Assessment panel evaluation
                      Topic 3: 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. Create aggregated measures and derived variables
                            • 2. Filter data used for modeling
                              • 3. Prepare data using SAS Visual Analytics
                                Topic 4: 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

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