A00-406 exam dumps

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  • Exam Code: A00-406
  • Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
  • No. of Questions: 98 Questions and Answers
  • Updated: Jul 31, 2026

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SASInstitute A00-406 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building Models40-46%- Model comparison and selection
- Supervised model creation (decision trees, ensembles, SVM, neural networks)
Topic 2: Data Sources30-36%- Exploring and modifying data
- Importing and preparing data
- Dimensionality reduction and feature engineering
Topic 3: Model Assessment and Deployment24-30%- Assessing model performance (metrics, ROC curves, confusion matrices)
- Deploying models into production

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

1. In a supervised learning pipeline, what is the role of the training data set?

A) To train the machine learning model
B) To evaluate the model's predictions
C) To test the model's generalization capability
D) To validate the model's performance


2. What is the primary role of a loss function in model training?

A) To maximize the model's performance
B) To visualize the data
C) To assess the accuracy of the model
D) To measure the difference between predicted and actual values


3. In the context of data sources, what is ETL?

A) Execute, Terminate, Launch
B) Efficient Text Link
C) Examine, Test, Log
D) Extract, Transform, Load


4. Which statements are true for the F1 score?
(Choose 2.)

A) F1 score is calculated based on a depth value.
B) F1 score is applicable to a model with an interval target.
C) F1 score is calculated based on a cut off value.
D) F1 score is applicable to a model with a binary target.


5. What is "model versioning" in the context of model deployment?

A) The process of evaluating model performance
B) The process of creating synthetic data
C) The practice of keeping track of different versions of a model to maintain reproducibility
D) The process of training a model from scratch


Solutions:

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

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