Exam Code: A00-406
Exam Name: SAS® Viya® Supervised Machine Learning Pipelines
Certification Provider: SASInstitute
Corresponding Certification: SAS Certified Specialist

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Name: SASInstitute A00-406 Exam
Brand: SASInstitute
SKU: A00-406
Price: 69.00 USD
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Updated: Sep 02, 2026

No. of Questions: 98 Questions & Answers with Testing Engine

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SASInstitute A00-406 Exam Overview:

Certification Vendor:	SAS Institute
Exam Name:	SAS® Viya® Supervised Machine Learning Pipelines
Exam Number:	A00-406
Exam Price:	USD 180
Exam Format:	Scenario-based Questions, Multiple Choice
Related Certifications:	SAS Certified Specialist: Machine Learning Using SAS Viya
Exam Duration:	110 minutes
Certificate Validity Period:	3 years
Available Languages:	English
Recommended Training:	SAS Machine Learning Using SAS Viya Training
Exam Registration:	SAS Certification Portal Registration
Sample Questions:	SASInstitute A00-406 Sample Questions
Exam Way:	Online proctored exam via Pearson VUE or authorized testing centers
Pre Condition:	No strict prerequisites; recommended familiarity with basic statistics, machine learning concepts, and SAS Viya platform
Official Syllabus URL:	https://www.sas.com/en_us/certification.html

SASInstitute A00-406 Exam Syllabus Topics:

Section	Objectives
Machine Learning Pipelines in SAS Viya	- Pipeline construction 1. Model Studio workflows 2. Node-based pipeline design - Model tuning and optimization 1. Automated machine learning (AutoML) 2. Hyperparameter tuning
Data Preparation for Machine Learning	- Data cleaning and preprocessing 1. Handling missing values 2. Outlier detection and treatment - Feature engineering 1. Variable transformation 2. Encoding categorical variables
Supervised Machine Learning Models	- Model selection techniques 1. Performance comparison 2. Cross-validation - Regression and classification models 1. Tree-based models 2. Linear and logistic regression
Model Evaluation and Deployment	- Model deployment 1. Scoring models in SAS Viya 2. Model governance - Model assessment metrics 1. Accuracy, precision, recall 2. ROC and lift charts

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

Question 1

What is the primary function of a data catalog in managing data sources?

A. Data analysis
B. Data documentation and discovery
C. Data storage
D. Data visualization

Question 2

Which data source typically provides access to real-time financial market data?

A. Online news websites
B. Stock market APIs
C. Social media platforms
D. Weather stations

Question 3

What is the primary purpose of model deployment in the context of data science and machine learning?

A. Making the model available for use in real-world applications
B. Data preprocessing
C. Model evaluation
D. Model building

Question 4

What is the purpose of hyperparameter tuning in a machine learning pipeline?

A. To optimize the model's hyperparameters for better performance
B. To train the model
C. To select the most important features
D. To evaluate the model's predictions

Question 5

Which type of data source typically stores structured data in a tabular format?

A. Text documents
B. NoSQL databases
C. Relational databases
D. APIs

Solutions:

Question 1
Answer: B

Question 2
Answer: B

Question 3
Answer: A

Question 4
Answer: A

Question 5
Answer: C

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