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Exam Code: A00-406
Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
Updated: Sep 23, 2026
Q & A: 98 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Building Models | 40-46% | - Model comparison and selection - Supervised model creation (decision trees, ensembles, SVM, neural networks) |
| Topic 2: Model Assessment and Deployment | 24-30% | - Assessing model performance (metrics, ROC curves, confusion matrices) - Deploying models into production |
| Topic 3: Data Sources | 30-36% | - Exploring and modifying data - Importing and preparing data - Dimensionality reduction and feature engineering |
When building a recommendation system, what does "collaborative filtering" rely on?
Correct Answer: A 🗳️
What is the primary role of a loss function in model training?
Correct Answer: A 🗳️
What is overfitting in machine learning, and how can it be addressed in a pipeline?
Correct Answer: B 🗳️
Which evaluation metric is commonly used for assessing the performance of a binary classification model?
Correct Answer: A 🗳️
In reinforcement learning, what is the "reward signal"?
Correct Answer: A 🗳️
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