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Exam Code: A00-406
Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
Updated: Jul 31, 2026
Q & A: 98 Questions and Answers
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| Section | Objectives |
|---|---|
| Topic 1: Data Preparation for Machine Learning | - Data cleaning and preprocessing
|
| Topic 2: Model Evaluation and Deployment | - Model deployment
|
| Topic 3: Supervised Machine Learning Models | - Regression and classification models
|
| Topic 4: Machine Learning Pipelines in SAS Viya | - Pipeline construction
|
1. When building a recommendation system, what does "collaborative filtering" rely on?
A) The past behavior or preferences of users
B) Item-based clustering
C) The characteristics of the items being recommended
D) The popularity of items
2. When deploying a model, what is "model explainability"?
A) The time it takes to make predictions
B) The simplicity of the model
C) The capability to interpret and understand the model's decisions and predictions
D) The process of data preprocessing
3. What is the main advantage of ensemble methods in model building?
A) They produce simple and interpretable models
B) They combine multiple models to improve predictive performance
C) They require minimal data preprocessing
D) They work well with high-dimensional data
4. What is the primary function of a data catalog in managing data sources?
A) Data analysis
B) Data documentation and discovery
C) Data visualization
D) Data storage
5. What is the primary purpose of model deployment in the context of data science and machine learning?
A) Model building
B) Model evaluation
C) Making the model available for use in real-world applications
D) Data preprocessing
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: C |
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