USE OF MACHINE LEARNING (ML) ALGORITHMS IN THE CREATION OF WEB EDUCATION PLATFORMS

Abstract

This article analyzes the possibilities of using machine learning (ML) algorithms on web educational platforms. Unlike the traditional education system, modern web-education platforms provide an interactive and personalized learning experience. With the help of machine learning algorithms, adaptive learning materials can be recommended to students, assessment systems can be automated, and the effectiveness of communication can be increased through natural language processing technologies. The study extensively discusses the influence of ML algorithms on the learning process, their advantages and prospects. This article highlights the scientific foundations of implementing ML technologies on web educational platforms and defines future research directions.[1]