A course recommendation system that suggests educational courses based on students' interests, skills, and past enrollments.
What you'll build
CourseCompanion is an advanced course recommendation system designed to suggest relevant educational courses to students based on their interests, skills, and past enrollments. The system leverages a knowledge graph-based approach and deep learning techniques to provide personalized course recommendations, enhancing the learning experience and increasing student engagement. By integrating data from various sources, CourseCompanion aims to create a comprehensive and dynamic course recommendation engine. The system will include features such as data collection and preprocessing, course-student matrix construction, and the implementation of sophisticated recommendation algorithms. The successful implementation of CourseCompanion will require expertise in machine learning, data processing, and software development.
What you'll learn
Roadmap
6 steps · tasks unfold as you work