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SASInstitute A00-405 Exam Syllabus Topics:

Topic	Details
Topic 1	Create and explore a project in SAS® Visual Text Analytics Use convolutional layers in a Convolutional Neural Network (CNN)
Topic 2	Explain the impact of various architectural designs Use a Recurrent Neural Network (RNN) to recognize patterns
Topic 3	Use fully connected layers in a Convolutional Neural Network (CNN) Identifying Image Patterns Using Computer Vision Techniques
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 padding in a Convolutional Neural Network (CNN) Import documents for analysis
Topic 6	Use regularization techniques Loading and Exploring Data
Topic 7	Identifying Text Patterns Using Natural Language Processing Techniques Use the Topics Node to extract machine-generated topics
Topic 8	Use rules to identify documents belonging to specific categories Use output layers in a Convolutional Neural Network (CNN)