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Now, let's switch gears and talk about Softmax. The *Softmax function* is a crucial component in many neural networks, especially when dealing with multi-class classification problems. Imagine you have a neural network that's trying to identify whether an image contains a cat, a dog, or a bird. The Softmax function takes the raw output scores from the network and converts them into probabilities, which is easily understood.
