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SAS Institute Updated A00-405 Exam Blueprint, Syllabus and Topics

SAS Viya 3.5 Natural Language Processing and Computer Vision

Last Update May 21, 2024
Total Questions : 60

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SAS Institute A00-405 Exam Overview :

Exam Name SAS Viya 3.5 Natural Language Processing and Computer Vision
Exam Code A00-405
Official Information https://www.sas.com/en_ph/certification/exam-content-guides/natural-language-computer-vision-specialist.html
See Expected Questions SAS Institute A00-405 Expected Questions in Actual Exam
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SAS A00-405 Exam Topics :

Section Weight Objectives
Loading and Exploring Data 20%
  • Import documents for analysis
  • Create and explore a project in SAS® Visual Text Analytics
  • Load and prepare image data
Identifying Text Patterns Using Natural Language Processing Techniques 42%
  • Use the Concepts and Text Parsing Nodes to extract Terms and Concepts
  • Write concept rules
  • Use the Topics Node to extract machine-generated topics
  • Use rules to identify documents belonging to specific categories
  • Write category rules
  • Use a Recurrent Neural Network (RNN) to recognize patterns
Identifying Image Patterns Using Computer Vision Techniques 38%
  • Use convolutional layers in a Convolutional Neural Network (CNN)
  • Use padding in a Convolutional Neural Network (CNN)
  • Use pooling in a Convolutional Neural Network (CNN)
  • Use fully connected layers in a Convolutional Neural Network (CNN)
  • Use output layers in a Convolutional Neural Network (CNN)
  • Tune the Hyperparameters of a Convolutional Neural Network (CNN)
  • Score new image data
  • Explain the impact of various architectural designs
  • Use regularization techniques

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