Keyword: «end-to-end technologies»

The digital transformation of education, caused by the dynamic development of the economy and the active introduction of modern digital technologies, requires the modernization of the training system for pedagogical personnel. The relevance of the study is due to the fact that the need to develop competences in student teachers that ensure the effective use of interactive educational resources, artificial intelligence systems, big data technologies and neural network algorithms is increasing in the conditions of the digital economy. This requires rethinking and modernization of the content of digital training of pedagogical personnel. The aim of the study is to determine the key areas of training student teachers to use modern digital technologies in educational practice. The study has an applied focus and combines theoretical analysis with empirical testing of the hypothesis. The main methods were observation, questionnaires and testing of the 2-nd – 4-th-year students of pedagogical field at the Ryazan State University named after S. A. Yesenin. The total number of participants in the experimental work was 420 people. To process the obtained data, the methods of mathematical statistics were used: descriptive indicators and frequency analysis. Based on the analysis of the results, four priority areas for the formation of digital readiness in student teachers were determined: fostering competences in the creation and use of interactive educational resources in distance learning systems; mastering the capabilities of artificial intelligence and neural network technologies in the educational environment; application of big data analysis technologies for personalization of learning; designing individual educational trajectories based on modern digital tools. The obtained data formed the basis of the developed program for the modernization of information training of student teachers, which was successfully tested at the university. The theoretical significance of the study lies in clarifying the key areas of digital competences development among student teachers in the context of the digital transformation of education. The practical value is represented by the development of a model for training teaching staff that integrates modern digital technologies into the educational process. The results of the study can be used by universities when updating the content of pedagogical education, as well as for developing programs for advanced training of in-service teachers.