SASInstitute SAS® Viya® Supervised Machine Learning Pipelines : A00-406

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SASInstitute A00-406 Exam Syllabus Topics:

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

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

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

2. 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 top bar represents the node with the highest probability of event.
B) The wider bars represent nodes with a higher 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.

3. Which evaluation metric is commonly used for assessing the performance of a regression model?

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

4. Which data source allows for real-time data streaming and processing?

A) Cloud storage
B) Static data files
C) Data warehouses
D) IoT devices

5. In the context of data sources, what is meant by data versioning?

A) Keeping track of different versions or changes to data over time
B) Encrypting data to protect against unauthorized access
C) Storing multiple copies of the same data to increase redundancy
D) Compressing data to reduce storage space

Solutions: