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SASInstitute A00-406 Exam Syllabus Topics:

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

1. In the context of model deployment, what is "model compliance"?

A) The process of feature selection
B) The model's simplicity
C) The model's efficiency
D) The degree to which the model adheres to regulatory or ethical guidelines

2. What is the main goal of data preprocessing in a machine learning pipeline?

A) To prepare the data for analysis and modeling
B) To train the model
C) To visualize the data
D) To remove irrelevant features

3. What is the primary role of a data warehouse in an organization?

A) Long-term data storage and analysis
B) Data exploration and visualization
C) Real-time data analysis
D) Data transformation and cleaning

4. 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

5. What is the purpose of an ROC curve (Receiver Operating Characteristic) in model assessment?

A) To measure feature importance
B) To compare a model's true positive rate with the false positive rate
C) To evaluate regression models
D) To visualize data distribution

Solutions: