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SASInstitute A00-406 Exam Syllabus Topics:

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

1. What is the main purpose of feature engineering in model building?

A) Model evaluation
B) Creating new features or transforming existing ones to improve model performance
C) Data visualization
D) Data preprocessing

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

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

3. What is the primary goal of A/B testing in the context of model deployment?

A) To evaluate the model's accuracy
B) To compare two different versions of a model or strategy to determine which performs better
C) To create synthetic data
D) To assess data quality

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

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

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

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

Solutions: