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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 assessment in the context of data science and machine learning?

A) Data preprocessing
B) Data visualization
C) Evaluating and selecting the best-performing model
D) Model building

2. What is the purpose of data profiling in data source management?

A) To optimize data storage
B) To create data visualizations
C) To execute data queries
D) To assess the quality and characteristics of data

3. In a supervised learning pipeline, what is the role of the training data set?

A) To train the machine learning model
B) To evaluate the model's predictions
C) To test the model's generalization capability
D) To validate the model's performance

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

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

5. 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

Solutions: