100+ Free SAS Applied Statistics for ML Practice Questions
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An analyst observes that residuals show clear time-based autocorrelation in a regression on weekly sales. Which assumption is most directly violated?
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Key Facts: SAS Applied Statistics for ML Exam
60
Exam Questions
SAS official credential page
105 min
Exam Duration
SAS official credential page
68%
Passing Score
SAS official credential page
$120
Exam Fee (USD)
SAS global exam pricing
A00-480
Exam Code
SAS certification registry
5 years
Credential Validity
SAS certification policy
The A00-480 exam has 60 multiple-choice and short-answer questions in 105 minutes at $120 USD with a 68% passing score. Five domains: Statistics and ML (9-12%), Fundamental Statistical Concepts (17-21%), Linear Regression (18-24%), Logistic Regression (25-31%), and Statistical Foundations of ML (18-24%). Based on SAS Viya 2022.09LTS.
Sample SAS Applied Statistics for ML Practice Questions
Try these sample questions to test your SAS Applied Statistics for ML exam readiness. Each question includes a detailed explanation. Start the interactive quiz above for the full 100+ question experience with AI tutoring.
1Which SAS procedure is most commonly used to compute basic descriptive statistics such as mean, standard deviation, minimum, and maximum on numeric variables?
2Which measure of central tendency is least affected by extreme outliers?
3In PROC UNIVARIATE output, which value would indicate a right-skewed (positively skewed) distribution?
4Which statistic measures the spread of the middle 50% of an ordered dataset?
5In PROC FREQ, which option produces a chi-square test of independence for a two-way table?
6A standard normal distribution has which mean and standard deviation?
7An analyst computes a Z-score of 2.0 for a value. Roughly what proportion of standard normal values are above this?
8Which SAS plot in PROC UNIVARIATE is most directly used to assess whether a variable is approximately normally distributed?
9Which probability distribution is appropriate for modeling the count of independent rare events occurring in a fixed time interval?
10A coin is flipped 10 times. The number of heads follows which distribution?
About the SAS Applied Statistics for ML Exam
The SAS Certified Associate: Applied Statistics for Machine Learning credential validates the ability to apply statistics to machine learning problems using SAS Viya. It covers descriptive statistics, distributions, sampling, hypothesis testing, ANOVA, correlation, linear regression, logistic regression, and the statistical foundations of machine learning.
Questions
60 scored questions
Time Limit
105 minutes
Passing Score
68%
Exam Fee
$120 USD (SAS / Pearson VUE)
SAS Applied Statistics for ML Exam Content Outline
Statistics and Machine Learning
Distinguish supervised vs unsupervised learning, explanatory vs predictive modeling, and statistics-to-ML mapping in SAS Viya
Fundamental Statistical Concepts
Descriptive statistics (PROC MEANS, UNIVARIATE, FREQ), distributions, sampling, CLT, hypothesis testing, t-tests, chi-square, ANOVA, correlation
Explanatory Modeling Using Linear Regression
Simple and multiple linear regression with PROC REG and PROC GLMSELECT, R-squared, residual diagnostics, transformations, multicollinearity
Predictive Modeling Using Logistic Regression
Binary logistic regression with PROC LOGISTIC, odds ratios, AUC/c-statistic, classification thresholds, model assessment
Statistical Foundations of Machine Learning
Bias-variance tradeoff, train/validation/test partitions, overfitting, cross-validation, model selection, evaluation metrics
How to Pass the SAS Applied Statistics for ML Exam
What You Need to Know
- Passing score: 68%
- Exam length: 60 questions
- Time limit: 105 minutes
- Exam fee: $120 USD
Keys to Passing
- Complete 500+ practice questions
- Score 80%+ consistently before scheduling
- Focus on highest-weighted sections
- Use our AI tutor for tough concepts
SAS Applied Statistics for ML Study Tips from Top Performers
Frequently Asked Questions
How many questions are on the SAS A00-480 exam?
The exam has 60 multiple-choice and short-answer questions, completed in 105 minutes.
What is the passing score?
The passing score is 68%.
How much does the exam cost?
The exam fee is $120 USD worldwide.
How long is the certification valid?
The credential is valid for 5 years from the date earned.
What software is the exam based on?
The exam is based on SAS Viya 2022.09LTS and uses PROC MEANS, UNIVARIATE, FREQ, TTEST, GLM, REG, and LOGISTIC among others.