SASInstitute A00-406 Q&A - in .pdf

  • A00-406 pdf
  • Exam Code: A00-406
  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
  • Updated: Oct 16, 2026
  • Q & A: 98 Questions and Answers
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  • Exam Code: A00-406
  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
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  • Q & A: 98 Questions and Answers
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  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
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SASInstitute A00-406 Exam Syllabus Topics:

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

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

Question #1

What is the purpose of regularization techniques in model building, such as L1 and L2 regularization?

  • A. To speed up model training
  • B. To prevent overfitting and reduce model complexity
  • C. To increase model complexity
  • D. To add more features to the model
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #2

Which algorithm is commonly used for decision-making tasks in classification models?

  • A. K-Means
  • B. Principal Component Analysis (PCA)
  • C. Linear Regression
  • D. Decision Trees
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #3

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
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #4

Which evaluation metric is commonly used for assessing the performance of a binary classification model?

  • A. R-squared
  • B. Mean Absolute Error (MAE)
  • C. Root Mean Squared Error (RMSE)
  • D. Accuracy
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #5

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

  • A. AutoRegressive Integrated Moving Average (ARIMA)
  • B. K-Means Clustering
  • C. Logistic Regression
  • D. Decision Trees
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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