AI-Based E-Learning Platform for Personalized Course Recommendations
PinsoutEdtechProject Objectives:
Develop a platform that recommends courses based on student interests, past activities, and learning patterns. It enhances learning efficiency through AI-driven personalized recommendations.
Project Tasks:
Design platform with student dashboard, courses, and progress tracker.
Implement secure authentication for students and instructors.
Develop course catalog management with search and filtering options.
Preprocess user interaction data for AI analysis.
Apply recommendation algorithms like collaborative filtering.
Integrate performance analytics and course completion tracking.
Build intuitive UI/UX for navigation and engagement.
Conduct testing for AI suggestions and usability.
Document project including design, AI model, and user guide.
Educational Qualifications
B.TechB.EBCAMCA
Required Skills
Data Analytics & Performance EvaluationAuthentication & Role-Based Access Control (Rbac) ImplementationFull-Stack Web Development (React / Angular / Vue + Node.Js / Django / Spring Boot)Machine Learning & Recommendation Systems (User Preference Modeling, Dish Recommendations)Data Preprocessing & Learning Behavior Analysis
