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

1. What does "data lineage" refer to in the context of data source management?

A) The structure of a relational database
B) The security protocols for data access
C) The physical location of data storage
D) The history of data transformation processes

2. In the context of data sources, what is ETL?

A) Examine, Test, Log
B) Execute, Terminate, Launch
C) Extract, Transform, Load
D) Efficient Text Link

3. What is the difference between a classification problem and a regression problem in machine learning?

A) There is no difference; the terms are used interchangeably.
B) Classification predicts categorical outcomes, while regression predicts numeric outcomes.
C) Classification is a type of regression problem.
D) Regression predicts categorical outcomes, while classification predicts numeric outcomes.

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

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

5. What is "model versioning" in the context of model deployment?

A) The process of training a model from scratch
B) The practice of keeping track of different versions of a model to maintain reproducibility
C) The process of creating synthetic data
D) The process of evaluating model performance

Solutions: