HKU IDS
Research Postgraduate Programme
Course List for Year 2023-24 (Tentative)
Each regular course bears 3 credit points (i.e., 3 hours of lectures per week for one semester).
Each regular course bears 3 credit points (i.e., 3 hours of lectures per week for one semester).
| Course Title | Category | ||
|---|---|---|---|
| Semester 1 (Fall 2023) | |||
| High-dimensional Data Analysis | Foundation | ||
| Statistical Inference and Machine Learning for Network Data | Foundation | ||
| Theoretical Foundation of Deep Learning | Computation | ||
| Optimization for Statistical Learning | Computation | ||
| Advanced Natural Language Processing | Application | ||
| Semester 2 (Spring 2024) | |||
| Advanced Data Mining | Foundation | ||
| Foundations of Sequential Decision-Making | Foundation | ||
| Scalable Optimization Methods in Data Science | Computation | ||
| Advanced Deep Learning for Computer Vision | Application | ||
| Embodied AI: Perception, Representation and Action | Application | ||