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SASInstitute A00-405 (SAS Viya 3.5 Natural Language Processing and Computer Vision) Certification Exam is a valuable credential that can help data science and analytics professionals advance their careers and stay competitive in the rapidly evolving field of data analytics. With its focus on natural language processing and computer vision techniques, this certification is particularly relevant for professionals who work with unstructured data and want to leverage the full power of the SAS Viya platform.
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Identifying Text Patterns Using Natural Language Processing Techniques | 42% | - Build and apply Recurrent Neural Networks (RNN) - Extract topics using the Topics node - Write concept rules - Extract terms and concepts using Concepts and Text Parsing nodes - Identify documents via category rules |
| Topic 2: Identifying Image Patterns Using Computer Vision Techniques | 38% | - Score new image data - Apply regularization and interpret architecture impact - Configure fully connected and output layers - Apply padding and pooling techniques - Use convolutional layers in CNN - Tune CNN hyperparameters |
| Topic 3: Loading and Exploring Data | 20% | - Import documents for analysis - Create and explore a project in SAS Visual Text Analytics - Load and prepare image data |
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SAS Viya 3.5 Natural Language Processing and Computer Vision
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