Annotation

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The course “Neural Networks” introduces students to the methods and tools to design training algorithms and using of neural networks of different types, as well as models and structures in different fields of engineering and economics as well as tasks related to artificial intelligence.

Content

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The content of the course is a natural continuation of the bachelor degree education and presents a new means for solving of engineering problems in the field of pattern recognition, object classification, forecasting and optimization.
Special attention is paid to the software development of computational intelligence structures and simulations with applications in the field of artificial intelligence related to prediction, classification and pattern recognition. Applications in the field of classification, prediction and evaluation of data are considered for categorization and optimization problems in real applications.