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

  • Exam Code: A00-406
  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
  • Updated: Sep 01, 2026
  • Q&As: 98 Questions and Answers

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SASInstitute A00-406 Exam Syllabus Topics:

SectionWeightObjectives
Data Sources30-36%- Reduce dimensionality
- Explore and understand data
- Perform variable selection
- Create a project in Model Studio
- Modify and prepare data
Building Models40-46%- Understand supervised machine learning concepts
- Build decision trees and ensemble models
- Build regression models
- Build neural networks and SVM models
- Use model interpretability tools
- Integrate custom code
Model Assessment and Deployment24-30%- Apply model assessment principles
- Deploy models into production
- Evaluate and compare model performance
- Select champion models

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

Question 1

What is the primary objective of model evaluation in the context of building predictive models?

A. Discovering patterns in data
B. Visualizing data
C. Cleaning the data
D. Assessing the model's performance and accuracy


Question 2

Which type of model is typically used for time-series forecasting?

A. Decision Trees
B. AutoRegressive Integrated Moving Average (ARIMA)
C. K-Means Clustering
D. Logistic Regression


Question 3

Which technique is commonly used for feature scaling or normalization in machine learning pipelines?

A. Standardization
B. Decision Trees
C. One-Hot Encoding
D. Principal Component Analysis (PCA)


Question 4

Which data source allows for real-time data streaming and processing?

A. Static data files
B. Cloud storage
C. IoT devices
D. Data warehouses


Question 5

Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?

A. MongoDB
B. MySQL
C. Oracle Database
D. Microsoft SQL Server


Solutions:

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

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