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The process works as follows: First, a forward pass is performed, where the input data is fed through the network, and the output is calculated. Then, the loss function is computed, which measures the difference between the predicted output and the actual output. Next, the backpropagation algorithm calculates the gradient of the loss function with respect to each weight in the network, starting from the output layer and working backward to the input layer. This is done using the chain rule of calculus.
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