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SASInstitute A00-405 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Use rules to identify documents belonging to specific categories
  • Use output layers in a Convolutional Neural Network (CNN)
Topic 2
  • Identifying Text Patterns Using Natural Language Processing Techniques
  • Use the Topics Node to extract machine-generated topics
Topic 3
  • Create and explore a project in SAS® Visual Text Analytics
  • Use convolutional layers in a Convolutional Neural Network (CNN)
Topic 4
  • Tune the Hyperparameters of a Convolutional Neural Network (CNN)
  • Use the Concepts and Text Parsing Nodes to extract Terms and Concepts
Topic 5
  • Use fully connected layers in a Convolutional Neural Network (CNN)
  • Identifying Image Patterns Using Computer Vision Techniques
Topic 6
  • Use regularization techniques
  • Loading and Exploring Data
Topic 7
  • Load and prepare image data
  • Score new image data
Topic 8
  • Explain the impact of various architectural designs
  • Use a Recurrent Neural Network (RNN) to recognize patterns

Reference: https://www.sas.com/en_ph/certification/exam-content-guides/natural-language-computer-vision-specialist.html

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