CE/CZ 7454 Deep Learning for Data Science (Semester 1, AY2021-22)
This is a graduate-level course that serves as an (advanced) introduction to deep learning. In Semester 1 (Fall) 2021, I co-taught this course with Prof. Liu Ziwei. My part covers the following topics in 7 weeks:
This is a 13-week course for the Master of Science in Artificial Intelligence (MSAI) program. It covers most topics of CZ/CE 7454. Additionally, it covers structured predictions in both computer vision and natural language, as well as programming in PyTorch.