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

Updated: Sep 06, 2026
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SASInstitute A00-480 Exam Syllabus Topics:

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

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