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

1. Which technique is used for feature selection in a machine learning pipeline when dealing with a large number of features?

A) Naive Bayes
B) Regularization
C) Principal Component Analysis (PCA)
D) One-Hot Encoding

2. Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?

A) Oracle Database
B) MongoDB
C) MySQL
D) Microsoft SQL Server

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

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

4. When deploying a machine learning model, what is meant by "model latency"?

A) The time it takes to build a model
B) The time it takes to train a model
C) The time it takes for the model to make predictions once deployed
D) The time it takes to create synthetic data

5. Refer to the treemap shown in the exhibit below:

Which statement is true about the tree map for a decision tree with a binary target?

A) The wider bars represent nodes with a higher probability of event.
B) The top bar represents the node with the highest probability of event.
C) The darker bars represent nodes with a lower probability of event.
D) The top bar represents the node with the highest count.

Solutions: