APPLICATION OF MACHINE LEARNING METHODS IN THE MODERN EDUCATION SYSTEM
T Asgerova - SWorldJournal, 2024 - sworldjournal.com
SWorldJournal, 2024•sworldjournal.com
… Special attention is paid to the comparison of traditional educational methods with
innovative approaches based on machine learning. The results of the study show that
machine learning can significantly improve the personalization of learning, allowing
systems to adapt to the individual educational needs of students. Supervised learning
demonstrates success in automating assessments and personalizing content, while
unsupervised learning is effective in grouping students according to learning needs. …
innovative approaches based on machine learning. The results of the study show that
machine learning can significantly improve the personalization of learning, allowing
systems to adapt to the individual educational needs of students. Supervised learning
demonstrates success in automating assessments and personalizing content, while
unsupervised learning is effective in grouping students according to learning needs. …
Abstract
In the modern world, the educational system is facing a number of challenges, including the need to personalize learning, increase its effectiveness and optimize management processes. Machine learning provides unique tools capable of addressing these cha
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