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  • Exam Code: A00-402
  • Exam Name: SAS Viya 3.5 Supervised Machine Learning Pipelines
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SASInstitute A00-402 Exam Syllabus Topics:

SectionWeightObjectives
Data Preparation- Prepare and modify data for modeling
  • 1. Handle missing values
  • 2. Feature extraction and selection
  • 3. Transform, standardize and derive variables
Building Supervised Models40%- Develop and tune machine learning models
  • 1. Decision trees and forest models
  • 2. Gradient boosting models
  • 3. Support vector machines
  • 4. Model comparison and tuning
Model Assessment and Deployment30%- Evaluate and deploy models
  • 1. Deploy models to production
  • 2. Assess model performance metrics
  • 3. Select champion models
  • 4. ROC and lift curve analyses
Data Sources and Data Exploration30%- Access and manage data in Model Studio
  • 1. Explore data distributions and quality
  • 2. Create projects and pipelines
  • 3. Partition data into training, validation, and test sets
  • 4. Import and load data into SAS Viya

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