Disruptive Web Platform for Enhancing Learning Experiences Using NLP

Technology integration in education has become essential to overcome the limitations of existing systems. Existing techniques frequently confine learning to in-class lectures, limiting access to different materials and flexibility in learning. The proposed SRGEC IT Era system transforms education by offering a user-friendly web-based platform to address that. The solution removes the restrictions on physical attendance by providing specialized courses, videos, and resources based on individual interests. It is built using ReactJS, Python, and Firebase, ensuring seamless functionality and scalability. Content curation uses Natural Language Processing algorithms to provide relevant resources, while user interaction elements increase engagement through tailored recommendations. The evaluation results show considerable gains in user happiness, learning outcomes, and engagement indicators compared to traditional methods. With more excellent completion rates, an increase in average test scores from 75% to 85%, and improved user experiences, the Proposed system represents a disruptive approach to democratizing education and empowering learners worldwide.