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

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

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

2. In reinforcement learning, what is the agent's objective?

A) To generate synthetic data
B) To learn from labeled data
C) To make predictions
D) To maximize a cumulative reward over time

3. When building a recommendation system, which type of filtering is based on the user's behavior and preferences?

A) Content-based filtering
B) Singular Value Decomposition (SVD)
C) Collaborative filtering
D) Matrix factorization

4. What is "model deployment" in the context of data science and machine learning?

A) The process of building a model
B) Making the model available for use in real-world applications
C) The process of data cleaning
D) The process of selecting features

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

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

Solutions: