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Information × Registration Number 0225U003302, (0123U102430) , R & D reports Title Models and methods of machine learning in applied problems popup.stage_title Моделі та методи машинного навчання в прикладних задачах Head Hlybovets Mykola M., д.ф.-м.н. Registration Date 17-06-2025 Organization National University of Kyiv-Mohyla Academy popup.description1 Creation and implementation of models, methods, machine learning algorithms for solving applied problems in the field of natural language processing, image processing classification, media content and augmented reality analysis, as well as cybersecurity popup.description2 The subject of the research was the study and development of effective models, methods, machine learning algorithms for solving applied problems in the field of natural language processing, text processing classification, media content analysis and augmented reality, as well as cybersecurity. The task of the research was to develop new models, methods and algorithms in the indicated areas and create software prototypes of intelligent software systems for their implementation. The object of the research is machine learning, language models, architecture of neural systems, software implementation tools. The purpose of the work (in Ukrainian) is a comprehensive analysis of modern achievements in machine learning and large language models in a single analytical environment by creating both new and modifying existing algorithms, methods, architectures and technologies for solving applied problems in the field of natural language processing, image processing classification, media content analysis and augmented reality, as well as cybersecurity, developing new and expanding the functionality of existing software systems for effective processing of large data of various types, increasing the efficiency of using hardware resources of such systems, and implementing technologies to ensure the minimum cost of using all technologies based on open source software and "cloud" implementations. Product Description popup.authors popup.nrat_date 2025-06-17 Close