Design and development of a comprehensive learning management system (LMS) with integrated machine learning for personalized

The paper unveils an advanced Learning Management System (LMS) meticulously engineered to meet the evolving landscape of digital ‎education. As educational institutions increasingly adopt digital modalities, there is a pressing need for systems that can deliver personalized, ‎efficient, and adaptive learning experiences. Our LMS responds directly to these challenges by incorporating essential functions such as ‎user authentication, comprehensive course enrolment, and real-time attendance tracking, facilitating a seamless interaction between learners ‎and educators. The application of sophisticated machine learning algorithms allows the LMS to construct adaptive learning pathways and ‎personalized recommendations tailored to individual student profiles, dynamically adjusting to cater to diverse educational needs. Such ‎pathways and recommendations ensure that learners receive targeted content and evaluations that reflect their distinctive progress, bolstering ‎student attainment through personalized engagement and immediate, action-oriented feedback‎.