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

A00-274

Exam Code: A00-274

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

Updated: Oct 16, 2026

Q&A Number: 0 Q&As

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A00-274 Online Test Engine

SASInstitute A00-274 Exam Syllabus Topics:

SectionWeightObjectives
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 specification and effects
        • 2. Model diagnostics and interpretation
          - Model assessment
          • 1. Residual analysis and fit statistics
            • 2. ROC, lift, KS statistics
              Model Comparison and Scoring9%- Model comparison
              • 1. Assessment panel evaluation
                • 2. Champion model selection
                  - Scoring models
                  • 1. Score code generation
                    • 2. Deploying scoring models
                      SAS Visual Statistics Cross-functional Tasks18%- Data preparation and transformation
                      • 1. Prepare data using SAS Visual Analytics
                        • 2. Create aggregated measures and derived variables
                          • 3. Filter data used for modeling
                            - Model workflow operations
                            • 1. Perform model validation
                              • 2. Apply filters and group-by modeling
                                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
                                        A00-274 Related Exams
                                        A00-221 - SAS Big Data Programming and Loading
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                                        A00-278 - SAS Visual Analytics 7.5/8.3 Analysis and Design
                                        A00-908 - JMP Scripting Using JMP 14
                                        A00-220 - SAS Big Data Preparation, Statistics, and Visual Exploration
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