A00-480 Exam Simulator and Mock Test
SAS Institute A00-480 Exam Specifications
- Exam Code:
- A00-480
- Exam Name:
- Certified Associate - Applied Statistics for Machine Learning
- Provider:
- SAS Institute
- Time:
- 105 min
- Passing Percentage:
- 70%
- Version:
- 6.0
Question Types
- 140 Single Select
140 Questions with Answers
- PDF Printable (Q & A)
- 3 Months
Key Features to Key Benefits
Real Exam-like Questions and Answers (140 total)
Expert-Curated Questions
Comprehensive Coverage of Objectives
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Certified Associate - Applied Statistics for Machine Learning Exam Readiness Syllabus
The Certified Associate - Applied Statistics for Machine Learning exam focuses on turning data into actionable insight through data preprocessing, exploratory analysis, and descriptive summarization, underpinned by probability fundamentals, sampling methods, and statistical inference. It also emphasizes building and validating predictive models, including regression and classification, feature engineering and selection, model validation with resampling and cross-validation, and techniques for regularization, preventing overfitting, and interpreting model outcomes.
Major Areas
- Data preprocessing and exploratory data analysis
- Probability theory fundamentals
- Descriptive statistics and data summarization
- Statistical inference and sampling methods
- Hypothesis testing and confidence intervals
- Regression analysis and predictive modeling
- Classification techniques and performance metrics
- Feature engineering and selection methods
- Model validation, resampling, and cross-validation
- Regularization, overfitting control, and model interpretation
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