MACHINE LEARNING TECHNOLOGIES IN THE FORMATION OF THE PERSONALITY OF MODERN YOUTH

The article shows that one of the most important aspects of transforming the educational environment using artificial intelligence is predictive analytics. It allows early identification of students who are potentially susceptible to learning difficulties, even before these difficulties become obvious. Statistics confirm that timely support based on the analysis of data provided by AI increases the likelihood of successful completion of training. Early problem detection tools analyze more than fifty parameters of student activity, including time spent on completing assignments, frequency of viewing educational materials, and features of written work. Intelligent assistants for teachers automate typical tasks and provide analytical data, helping to make informed decisions in the educational sphere.