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

1. What is the primary role of a data warehouse in an organization?

A) Long-term data storage and analysis
B) Real-time data analysis
C) Data transformation and cleaning
D) Data exploration and visualization

2. When assessing a classification model, what is the confusion matrix used to measure?

A) Model complexity
B) Model accuracy
C) Precision and recall
D) Data distribution

3. What is a common example of an external data source for an organization?

A) Internal emails
B) Intranet portals
C) Employee databases
D) Customer surveys

4. What is the primary goal of hyperparameter tuning during model building?

A) To optimize the settings that control the model's learning process
B) To improve data preprocessing techniques
C) To add more features to the model
D) To increase model complexity

5. What is the purpose of regularization techniques in model building, such as L1 and L2 regularization?

A) To speed up model training
B) To prevent overfitting and reduce model complexity
C) To add more features to the model
D) To increase model complexity

Solutions: