Enhancing Student Success through Adaptive Learning Paths and Intelligent Resource Recommendations: A Review

Abstract

Students today find it difficult to have access to resources that closely match their skills and career expectations with the educational scenario changing almost every day. E- Vidya attempts to fill this gap by bringing together advanced AI-enabled recommendations, learning through experiences and effective career guidance. And it is more than just delivering content to the students; the platform has a structured module, previous years sample papers, code exercise and also very detailed placement guide all as per student’s requirement based on what each student intend to achieve. Starting from teaching and enhancing their tech skills, learning new certifications or preparing for placements. Motivation tools like bonuses, badges, and leaderboards drive students to want to continue and push themselves in a nice space. The forum for teachers, interactive courses and quizzes all ensure that a lively and engaged interaction takes place, in which a real community is actively participating. E-Vidya ultimately serves as a reliable mentor in the journey of a learner connecting the traditional gap between classroom instruction and modern electronic teaching, so that kids feel readier, more self-assured, and more inspired for their future.