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

1. Which of the following best describes unstructured data?

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

2. What is the primary purpose of a supervised machine learning pipeline in SAS Viya?

A) Model training and evaluation
B) Data storage and retrieval
C) Data visualization
D) Data preprocessing and cleaning

3. Which SAS Viya component is typically used for deploying and monitoring machine learning models in production?

A) SAS Model Manager
B) SAS Enterprise Miner
C) SAS Data Loader
D) SAS Visual Analytics

4. Which metric is commonly used to evaluate the performance of a regression model?

A) F1 Score
B) Confusion Matrix
C) Precision
D) Mean Absolute Error (MAE)

5. What is metadata in the context of data sources?

A) Data about data, providing information such as data source, structure, and context
B) Data that is encrypted for security
C) Data that is stored in a physical format
D) Data that is in a non-standard, proprietary format

Solutions: