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2025-26 Spring - COMP4551 - Large-Scale Machine Learning System for Foundation Models

Course

Description

Instructor(s)/Supervisor(s)/Coordinator(s): Binhang YUAN
In recent years, foundation models have fundamentally revolutionized the state-of-the-art of artificial intelligence. Thus, the computation in the training or inference of the foundation model could be one of the most important workflows running on top of modern computer systems. This course unravels the secrets of the efficient deployment of such workflows from the system perspective.
Course period1/02/2630/06/26
Course levelUG
Course formatLecture