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1.AI in the Science and Engineering, Course by Ben Moseley at ETH Zurich
2.Machine learning for physicists, Course by Florian Marquardt
3.Neural Networks and Deep Learning is a free online book by Michael Nielse
4.Video lectures on Physics informed Machine learning by Steve Brunto
5.Deep Learning for Scientists and Engineers
6.Generative AI: Diffusion Models for Scientific Machine Learning