SASInstitute A00-405 certification exam is intended for professionals who want to demonstrate their expertise in NLP and computer vision using SAS Viya 3.5. SAS Viya 3.5 Natural Language Processing and Computer Vision certification provides a recognized standard of excellence in the field of data science and can help individuals advance their career opportunities. A00-405 exam covers a range of topics related to NLP and computer vision, including data preprocessing, feature extraction, model building, and performance evaluation. Candidates who successfully pass the exam receive a certificate that acknowledges their skills and knowledge in the field of NLP and computer vision using SAS Viya 3.5. Overall, the SASInstitute A00-405 certification exam is an excellent opportunity for professionals who are interested in expanding their knowledge and skills in the field of data science and NLP.
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SASInstitute A00-405 exam covers a range of topics related to natural language processing and computer vision, including text analytics, sentiment analysis, image processing, pattern recognition, and machine learning. Candidates are expected to have a strong understanding of the underlying principles and concepts of these technologies, as well as the ability to apply them in real-world scenarios using SAS Viya tools such as SAS Visual Text Analytics and SAS Visual Data Mining and Machine Learning.
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The SAS Viya 3.5 Natural Language Processing and Computer Vision Exam, also known as the A00-405 Exam, is a certification exam that assesses the proficiency of candidates in using SAS tools and techniques for natural language processing (NLP) and computer vision (CV). SAS Institute, a reputed software firm offering advanced analytics solutions, offers this certification as a measure of a candidate's skills in machine learning, deep learning, computer vision, and natural language processing using SAS Viya.
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Computer Vision is another subfield of artificial intelligence that focuses on enabling computers to interpret and understand visual data from the world around us. The SASInstitute A00-405 exam evaluates candidates' knowledge of computer vision techniques such as image classification, object detection, and image segmentation. A00-405 exam also tests the candidate's ability to use SAS Viya's computer vision tools and techniques to solve real-world problems.
| Section | Weight | Objectives |
|---|---|---|
| Identifying Text Patterns Using Natural Language Processing Techniques | 42% | - Use a Recurrent Neural Network (RNN) to recognize patterns - Use the Concepts and Text Parsing Nodes to extract terms and concepts - Write category rules - Write concept rules - Use the Topics Node to extract machine-generated topics - Use rules to identify documents belonging to specific categories |
| Identifying Image Patterns Using Computer Vision Techniques | 38% | - Use convolutional layers in a Convolutional Neural Network (CNN) - Explain the impact of various architectural designs - Tune the hyperparameters of a Convolutional Neural Network (CNN) - Use fully connected layers in a Convolutional Neural Network (CNN) - Use regularization techniques - Use padding in a Convolutional Neural Network (CNN) - Use pooling in a Convolutional Neural Network (CNN) - Use output layers in a Convolutional Neural Network (CNN) - Score new image data |
| 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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