Capstone Seminar: Artificial Intelligence and Learning Analytics

1 Course Unit

The Artificial Intelligence and Learning Analytics Capstone Project is the culminating experience for students pursuing a major in Learning Analytics, demonstrating their acquired knowledge and skills to real-world projects in the educational realm. Throughout the Capstone Seminar course, students will embark on a journey of developing, proposing, and presenting their capstone project proposals. This process adheres to comprehensive methodologies and best practices for designing and developing learning analytics projects. The combination of practical application and theoretical knowledge equips students with the essential skills to excel in the field of Learning Analytics through hands-on activities and online discussions. Prerequisites: To enroll in the Capstone Project Seminar, students must have successfully completed the prerequisite courses listed below. Only students who have successfully passed the following three courses are eligible to register for the seminar. 1. EDUC 6191 Core Methods in Educational Data Mining 2. EDUC 6123 Big Data, Education, and Society 3. EDUC 6190 Feature Engineering Summer Term Prerequisite: EDUC 6123 AND EDUC 6190 AND EDUC 6191 1 Course Unit