SASInstitute A00-402 Exam : SAS Viya 3.5 Supervised Machine Learning Pipelines

A00-402
  • Exam Code: A00-402
  • Exam Name: SAS Viya 3.5 Supervised Machine Learning Pipelines
  • Updated: Sep 04, 2026
  • Q & A: 0 Questions and Answers

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SAS Institute A00-402 Exam

Reference: https://www.sas.com/en_us/certification/credentials/advanced-analytics/machine-learning-specialist.html

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SASInstitute A00-402 Exam Syllabus Topics:

SectionObjectives
Model Assessment and Deployment- Model evaluation
  • 1. ROC and gain charts
    • 2. Confusion matrix interpretation
      - Deployment in SAS Viya
      • 1. Scoring pipelines
        • 2. Model publishing
          Data Preparation for Machine Learning- Data cleansing and preprocessing in SAS Viya
          • 1. Encoding categorical variables
            • 2. Handling missing values
              - Feature engineering
              • 1. Variable selection methods
                • 2. Feature transformation techniques
                  Model Training and Optimization- Model validation
                  • 1. Cross-validation techniques
                    • 2. Performance metrics (AUC, accuracy, lift)
                      - Model training workflows in SAS Viya Model Studio
                      • 1. Hyperparameter tuning
                        • 2. Pipeline creation and management
                          Supervised Learning Algorithms- Tree-based models
                          • 1. Decision trees
                            • 2. Random forest
                              • 3. Gradient boosting
                                - Regression and classification models
                                • 1. Linear regression
                                  • 2. Logistic regression

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