SASInstitute SAS Certified Associate: Applied Statistics for Machine Learning : A00-480

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Exam Code: A00-480

Exam Name: SAS Certified Associate: Applied Statistics for Machine Learning

Updated: Jul 26, 2026

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SASInstitute A00-480 Exam Syllabus Topics:

SectionWeightObjectives
Explanatory Modeling Using Linear Regression18-24%- Interpretation of coefficients and output
- Model assumptions and diagnostics
- Simple and multiple linear regression
- Goodness of fit measures
Statistical Foundations of Machine Learning18-24%- Cross-validation techniques
- Overfitting and model complexity
- Model performance metrics
- Bias-variance trade-off
Statistics and Machine Learning9-12%- Relationship between statistical methods and machine learning
Fundamental Statistical Concepts17-21%- Probability concepts
- Descriptive statistics and distributions
- Data types and measurement scales
- Hypothesis testing and confidence intervals
Predictive Modeling Using Logistic Regression25-31%- Model building and variable selection
- Binary logistic regression model
- Classification metrics and model evaluation
- Interpretation of odds ratios

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