Here are the tutorial talks I gave on various topics, including
- 2022-07-22, Deep Learning for Scientists and Engineers: Introduction
- 2021-12-10, Physics-informed neural network (PINN) [Video in Chinese]
- 2021-12-08, Deep learning: Software installation & Code implementation [Video in Chinese]
- 2021-12-08, Deep learning: Concepts & Algorithms [Video in Chinese]
- 2020-05-22, Double-descent phenomenon in deep learning
- 2019-08-16, AutoML: Automated machine learning
- 2019-08-16, Improving simple models with confidence profiles
- 2019-01-25, Introduction to residual neural network (ResNet)
- 2018-08-03, Neural networks 101: Implementing feedforward neural nets using TensorFlow
- 2018-02-16, 4 years of generative adversarial networks (GANs)
- 2018-01-24, Python 101: From zero to hero
- 2015-10-08, Scaling in DPD
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