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

1. What is the primary objective of model evaluation in the context of building predictive models?

A) Assessing the model's performance and accuracy
B) Cleaning the data
C) Visualizing data
D) Discovering patterns in data

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

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

3. What is the purpose of data profiling in data source management?

A) To optimize data storage
B) To assess the quality and characteristics of data
C) To execute data queries
D) To create data visualizations

4. Which machine learning technique is typically used for building a model to predict a numeric target variable?

A) Clustering
B) Regression
C) Dimensionality reduction
D) Classification

5. What does the term "bagging" refer to in ensemble learning?

A) A technique that reduces model complexity
B) The process of combining multiple identical models to reduce variance
C) A form of dimensionality reduction
D) A type of feature extraction

Solutions: