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Last Updated: September 19, 2026
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I was introduced to the field of Scientific Machine Learning over 5 years ago and This short tutorial covers the basics of In this tutorial, we will review the MLFoundations This video introduces what Automatic Differentiation engines An introduction to working with `torch.autograd` and performing backpropagation on a function with `.backward()`. In this video, we discuss PyTorch's Lecture 5 of the online course Deep Learning Systems: Algorithms and Implementation. This lecture provides a code review of ... Presented by: Colin Carroll The Ever wondered how do computers differentiate ? Well it is quite an interesting method. Topics discussed: - Why care about differentiation? - Different ways to differentiate? - Why
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