DSA5102/DSA5102X – Foundations of Machine Learning, 2019-Present
[Lecture Notes]
DSA5204 – Deep Learning and Applications, 2020-Present
MA5232 – Modelling and Numerical Simulations, 2020
[Lecture Notes]
DSA5206 – Advanced Topics in Data Science, 2023-Present
Summer Schools and Short Courses
Machine Learning and Dynamical Systems – applied mathematics summer school, Peking University, 2020
[Lecture Notes]
Optimal Control Theory / PDE and their applications in deep learning – summer school, Jilin University, 2020
[Lecture Notebooks]
Deep Learning, Dynamical Systems and Optimal Control – short course, IMSI, University of Chicago, 2021
[Lecture Slides and Code]
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