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SASInstitute A00-406 Exam Syllabus Topics:

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

1. Which of the following is NOT a common data format for exchanging data between systems?

A) JSON (JavaScript Object Notation)
B) HTML (Hypertext Markup Language)
C) CSV (Comma-Separated Values)
D) SQL (Structured Query Language)

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

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

3. What does "feature selection" refer to in the context of model building?

A) The process of choosing the most relevant variables (features) for the model
B) The evaluation of model accuracy
C) The visualization of data distribution
D) The creation of synthetic features from existing data

4. What is a data lake architecture designed to store primarily?

A) All types of data, including structured and unstructured data
B) Only unstructured data in raw form
C) Data from a single source or department
D) Highly structured data in tabular format

5. What is a data lake?

A) A data storage solution designed for high-speed data retrieval
B) A centralized repository for storing all structured and unstructured data at any scale
C) A backup system for relational databases
D) A specialized database for time-series data

Solutions: