Video: Partial Derivatives

Ryan Adams · June 28, 2020

We think about gradients a lot in machine learning. This video talks about partial derivatives in general and Jacobian matrices, which specialize to gradients for scalar functions. This is part of a series of videos for COS 302: Mathematics for Numerical Computation and Machine Learning, replacing lectures after the course went remote due to the COVID-19 pandemic.

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