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SASInstitute A00-406 Exam Syllabus Topics:

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

Question 1

What is a common example of an external data source for an organization?

A. Internal emails
B. Employee databases
C. Intranet portals
D. Customer surveys

Question 2

What is "model versioning" in the context of model deployment?

A. The process of training a model from scratch
B. The practice of keeping track of different versions of a model to maintain reproducibility
C. The process of evaluating model performance
D. The process of creating synthetic data

Question 3

What is the primary purpose of model deployment in the context of data science and machine learning?

A. Model building
B. Data preprocessing
C. Model evaluation
D. Making the model available for use in real-world applications

Question 4

What is the primary objective of model validation during the model assessment phase?

A. To ensure the model generalizes well to new, unseen data
B. To create synthetic data
C. To assess the accuracy of the model
D. To build a model from scratch

Question 5

In reinforcement learning, what is the agent's objective?

A. To maximize a cumulative reward over time
B. To generate synthetic data
C. To make predictions
D. To learn from labeled data

Solutions: