EduConnect provides a collaborative educational experience by offering an online platform where students with similar interests or goals can connect to study and communicate together. Students who register with EduConnect can search for or join other students in study groups, communicate with each other instantly, share educational resources with others, and schedule and organize their study times more efficiently. EduConnect will suggest student learning groups based on different factors (e.g., subject studied, ability level, and availability of members to meet). EduConnect encourages active student learning by allowing students to share knowledge through interactive means and collaborate to improve their educational experience, and as a result, improve overall student academic success and engagement. EduConnect will also provide each student with personalized recommendations for study partners based on a number of tools and techniques derived from machine learning algorithms. The EduConnect system will use profile information (i.e., preferred subject areas of their current student user base, student ability level, and student availability) to provide intelligent recommendations for study group options, as well as potential learning partners. The Educonnect system utilizes machine learning algorithms, including clustering and content-based filtering, to make intelligent recommendations on potential learning partners based on the information gathered from current student users of the EduConnect platform.