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SASInstitute A00-406 Exam Syllabus Topics:

SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:

1. What is the primary function of a data catalog in managing data sources?

A) Data analysis
B) Data storage
C) Data visualization
D) Data documentation and discovery

2. Which type of model is commonly used for anomaly detection in datasets?

A) Linear Regression
B) Clustering Models
C) Decision Trees
D) Principal Component Analysis (PCA)

3. What is the primary goal of A/B testing in the context of model deployment?

A) To create synthetic data
B) To evaluate the model's accuracy
C) To compare two different versions of a model or strategy to determine which performs better
D) To assess data quality

4. What is the purpose of cross-validation in model building and evaluation?

A) Splitting the dataset into training and testing sets
B) Generating synthetic data
C) Reducing the dataset size
D) Assessing the model's generalization performance

5. What is the primary difference between supervised and unsupervised learning in model building?

A) The amount of labeled data required
B) The use of feature engineering
C) The presence or absence of a target variable
D) The type of data used

Solutions: