Learn with SASInstitute : A00-406 training material for 100% pass
Updated: Nov 12, 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 (SAS Certified Specialist: Machine Learning Using SAS Viya) |
| Exam Number: | A00-406 |
| Exam Format: | Multiple choice, Short answer |
| Real Exam Qty: | 50-55 |
| Available Languages: | English |
| Exam Duration: | 90 minutes |
| Certificate Validity Period: | 5 years |
| Related Certifications: | SAS Certified Specialist: Forecasting and Optimization Using SAS Viya SAS Certified Associate: Applied Statistics for Machine Learning SAS Certified Specialist: Natural Language Processing and Computer Vision Using SAS Viya |
| Passing Score: | 62% |
| Exam Price: | USD 180 |
| Sample Questions: | SASInstitute A00-406 Sample Questions |
| Exam Way: | Administered by SAS and Pearson VUE (online or test center) |
| Pre Condition: | Familiarity with SAS Visual Data Mining and Machine Learning software; basic understanding of statistics recommended |
| Official Syllabus URL: | https://www.sas.com/en_gb/certification/credentials/advanced-analytics/machine-learning-using-sas-viya.html |
SASInstitute A00-406 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Model Assessment and Deployment | 24-30% | - Assessing model performance (metrics, ROC curves, confusion matrices) - Deploying models into production |
| Building Models | 40-46% | - Model comparison and selection - Supervised model creation (decision trees, ensembles, SVM, neural networks) |
| Data Sources | 30-36% | - Importing and preparing data - Exploring and modifying data - Dimensionality reduction and feature engineering |
SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:
What is the main purpose of feature engineering in model building?
- A. Model evaluation
- B. Creating new features or transforming existing ones to improve model performance
- C. Data preprocessing
- D. Data visualization
Correct Answer: B 🗳️
What is the primary objective of model evaluation in the context of building predictive models?
- A. Discovering patterns in data
- B. Visualizing data
- C. Assessing the model's performance and accuracy
- D. Cleaning the data
Correct Answer: C 🗳️
What is feature engineering in the context of machine learning pipelines?
- A. Applying the model to new data
- B. Creating new features from existing data
- C. Testing the model's performance
- D. Building a machine learning model from scratch
Correct Answer: B 🗳️
Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?
- A. Oracle Database
- B. MongoDB
- C. MySQL
- D. Microsoft SQL Server
Correct Answer: B 🗳️
Which of the following is a common technique for handling missing data in a machine learning pipeline?
- A. Deleting rows with missing data
- B. Imputing missing values
- C. Ignoring missing data
- D. Replacing missing values with zeros
Correct Answer: B 🗳️
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