Machine Learning for Building AI Teaching Assistants
YEUNG Dit Yan
The goal of this project is to make use of machine learning and other artificial intelligence (AI) technologies to develop intelligent software tools that partially replace human teaching assistants in an online course. Due to the complexity of the project, it is expected to take more than one academic term to complete.
UROP1000 UROP1100 UROP2100 UROP3100 UROP4100
Students working on this project require strong background in both quantitative reasoning (mathematics) and software development (computer science). Prior experience in machine learning and in software development on Linux platforms would be an advantage.
Applicant's Learning Objectives:
The main learning objectives include formulating research problems, identifying and applying relevant machine learning and AI techniques for solving the problems, designing and conducting experiments, and reporting results.