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SASInstitute SASInstitute Certification A00-408

A00-408

Exam Code: A00-408

Exam Name: SAS® Viya® Natural Language Processing and Computer Vision

Updated: Sep 12, 2026

Q & A: 0 Questions and Answers

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SASInstitute A00-408 Exam Syllabus Topics:

SectionWeightObjectives
Identifying Text Patterns Using Computer Vision Techniques35-40%- Prepare and Process Images
  • 1. Perform image augmentation
  • 2. Apply image preprocessing techniques
  • 3. Load and manage image data
- Build and Evaluate Deep Learning Models
  • 1. Apply transfer learning techniques
  • 2. Evaluate model performance
  • 3. Score and classify images
  • 4. Apply regularization and optimization methods
  • 5. Train convolutional neural networks
Loading and Exploring Data18-22%- Import Documents for Analysis
  • 1. Convert documents for analysis
  • 2. Troubleshoot language encoding issues
  • 3. Minimize information loss when converting proprietary formats
  • 4. Explore and prepare documents
- Create and Explore a Project in SAS Visual Text Analytics
  • 1. Identify key features of the term table
  • 2. Export score code for new data
  • 3. Explore the Documents Table
  • 4. Assign text and category roles
  • 5. Identify the default pipeline
- Load and Prepare Image Data
  • 1. Augment image data
  • 2. Load labeled image data
  • 3. Prepare image data for modeling
Identifying Text Patterns Using Natural Language Processing Techniques40-45%- Extract Terms and Concepts
  • 1. Explain the value of concepts
  • 2. Explore and interpret the term map
  • 3. Use include, exclude, and synonym lists
  • 4. Create custom concepts
  • 5. Modify the term table and evaluate impact
  • 6. Use predefined concepts
  • 7. Evaluate concept impact on the pipeline
  • 8. View document matches and similarity scores
- Analyze and Model Text Data
  • 1. Interpret natural language processing results
  • 2. Identify text patterns
  • 3. Perform text categorization
  • 4. Apply text analytics techniques

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