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

  • Exam Code: A00-406
  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
  • Updated: Jun 06, 2026
  • Q&As: 98 Questions and Answers

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

1. In natural language processing (NLP), what is a common preprocessing step for text data before building models?

A) Principal Component Analysis (PCA)
B) One-Hot Encoding
C) Tokenization
D) Standardization


2. What does "data lineage" refer to in the context of data source management?

A) The security protocols for data access
B) The structure of a relational database
C) The history of data transformation processes
D) The physical location of data storage


3. What is feature engineering in the context of machine learning pipelines?

A) Applying the model to new data
B) Creating new features from existing data
C) Building a machine learning model from scratch
D) Testing the model's performance


4. A project has been created and a pipeline has been run in Model Studio.
Which project setting can you edit?

A) Event-based Sampling proportions
B) Advisor Options for missing values
C) Partition Data percentages
D) Rules for model comparison statistic


5. What is the purpose of hyperparameter tuning in a machine learning pipeline?

A) To optimize the model's hyperparameters for better performance
B) To evaluate the model's predictions
C) To train the model
D) To select the most important features


Solutions:

Question # 1
Answer: C
Question # 2
Answer: C
Question # 3
Answer: B
Question # 4
Answer: D
Question # 5
Answer: A

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