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SASInstitute A00-406 Exam Syllabus Topics:

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

Question 1

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

Question 2

What does "data lineage" refer to in the context of data source management?

A. The structure of a relational database
B. The physical location of data storage
C. The security protocols for data access
D. The history of data transformation processes

Question 3

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

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

Question 4

What is the purpose of a confusion matrix in the context of classification models?

A. To compute the mean squared error
B. To summarize the distribution of target variables
C. To evaluate model performance, especially for binary classification
D. To visualize the data

Question 5

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 visualize data distribution
C. To evaluate the model's accuracy
D. To automate the testing, integration, and deployment of new model versions

Solutions: