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The SAS Viya platform is a cloud-based, open-source analytics platform that enables organizations to access and analyze large amounts of data quickly and efficiently. With the increasing importance of natural language processing and computer vision in data analysis, the SASInstitute A00-405 exam is becoming increasingly important for organizations looking to hire top talent in the field of data science. Professionals who pass A00-405 exam are highly sought after by companies looking to leverage these advanced analytics tools.
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| Section | Weight | Objectives |
|---|---|---|
| Identifying Text Patterns Using Natural Language Processing Techniques | 42% | - Write category rules - Use rules to identify documents belonging to specific categories - Use the Concepts and Text Parsing Nodes to extract terms and concepts - Use a Recurrent Neural Network (RNN) to recognize patterns - Write concept rules - Use the Topics Node to extract machine-generated topics |
| Identifying Image Patterns Using Computer Vision Techniques | 38% | - Use padding in a Convolutional Neural Network (CNN) - Tune the hyperparameters of a Convolutional Neural Network (CNN) - Explain the impact of various architectural designs - Use output layers in a Convolutional Neural Network (CNN) - Use pooling in a Convolutional Neural Network (CNN) - Use fully connected layers in a Convolutional Neural Network (CNN) - Score new image data - Use convolutional layers in a Convolutional Neural Network (CNN) - Use regularization techniques |
| Loading and Exploring Data | 20% | - Import documents for analysis - Load and prepare image data - Create and explore a project in SAS Visual Text Analytics |
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