Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
goal is to minimize the loss function, which means making the predicted probabilities as close to the true labels as possible. Implementation in NumPy In numpy, the categorical cross-entropy loss can be implemented using the formula we described earlier. Here is an example of how to calculate it: