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Last Updated: September 27, 2026
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Since somehow you found this video i assume that you have seen the term MLFoundations This video introduces what This video was recorded as part of CIS 522 - Deep Learning at the University of Pennsylvania. The course material, including the ... Topics discussed: - Why care about differentiation? - Different ways to differentiate? - Why I was introduced to the field of Scientific Machine Learning over 5 years ago and Prof. Orchard describes the theory behind ... cannot be found in the case of the reverse method for Also called autograd or back propagation (in the case of deep neural networks). Here is the demo code: ... Up until now we calculated the gradients "by hand" and coded them manually. This does not scale up to large networks / complex ...
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