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  • Exam Code: A00-480
  • Exam Name: SAS Certified Associate: Applied Statistics for Machine Learning
  • Last Updated: Aug 01, 2026
  • Q & A: 0 Questions and Answers
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  • Exam Code: A00-480
  • Exam Name: SAS Certified Associate: Applied Statistics for Machine Learning
  • Last Updated: Aug 01, 2026
  • Q & A: 0 Questions and Answers
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SASInstitute A00-480 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Explanatory Modeling Using Linear Regression18–24%- Regression Techniques
  • 1. Simple and multiple regression models
  • 2. Model fit and selection methods
Topic 2: Predictive Modeling Using Logistic Regression25–31%- Logistic Regression
  • 1. Assessment of model performance
  • 2. Binary outcome modeling
Topic 3: Statistical Foundations of Machine Learning18–24%- Machine Learning Basics
  • 1. Data preprocessing and feature scaling
  • 2. Supervised vs unsupervised learning
Topic 4: Fundamental Statistical Concepts17–21%- Descriptive and Inferential Statistics
  • 1. Sampling and distributions
  • 2. Confidence intervals and hypothesis testing
Topic 5: Statistics and Machine Learning Fundamentals9–12%- Relevance of Statistics in Machine Learning
  • 1. Differences between machine learning and classical statistics
  • 2. Types of data and analysis

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