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Lecture 6: Backpropagation
Lecture 6 discusses the backpropagation algorithm for efficiently computing gradients of complex functions. We discuss the idea of a computational graph as a data structure for organizing computation, and show how the backpropagation algorithm allows us to compute gradients by walking the graph backward and performing local computation at each ...
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