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

1. What is the primary purpose of "continuous integration and continuous deployment" (CI/CD) in the context of model deployment?

A) To create synthetic data
B) To automate the testing, integration, and deployment of new model versions
C) To evaluate the model's accuracy
D) To visualize data distribution

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

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

3. In the context of data sources, what is meant by data versioning?

A) Compressing data to reduce storage space
B) Keeping track of different versions or changes to data over time
C) Storing multiple copies of the same data to increase redundancy
D) Encrypting data to protect against unauthorized access

4. Which hyperparameter in a decision tree model controls the depth of the tree and helps prevent overfitting?

A) Max depth
B) Max features
C) Learning rate
D) Min samples split

5. Which of the following best describes unstructured data?

A) Data stored in a relational database
B) Data that is organized in rows and columns
C) Data with a clear schema
D) Data that is difficult to process and lacks a predefined structure

Solutions: