Loss Functions: Teaching Your Neural Network Right from Wrong

So far, our neural network can make predictions, but how does it know if those predictions are any good? That's like having a student take a test but never getting it graded. Without feedback, there's no way to improve. This is where loss functions come in - they're essentially the grading system for your neural network.