Empowering Coders: Revolutionizing Programming Education with NLP and Challenge-Based Learning
C. Tamilselvi, Angel Maanu P, Anush Priya T, R Kalaiyarasi, P Nithiyasree, T A Mohanaprakash · 2024
"Empowering Coders" is a revolutionary web application that revolutionizes programming education by skillfully fusing sophisticated natural language processing (NLP) techniques with challenge-based learning. By providing a user-centric approach that includes registration, identification, and a carefully curated library of Python, Java, and C problem-solving problems, this platform transforms coding proficiency. Users select tasks based on language choices and skill levels as they set off on an adapted coding journey. The platform employs natural language processing (NLP) to thoroughly evaluate user submissions and furnish prompt, context-sensitive replies. Remarkable solutions add to a user's grade, providing a measurable indicator of development and proficiency. By easily adding new questions, administrators contribute significantly to the platform's enrichment and guarantee a dynamic and varied learning environment. By incorporating NLP approaches, the user experience is improved and coding education becomes both interactive and customizable to meet the needs of each learner.