L1 Regularization, L2 Regularization, Regularization, Early Stopping, Dropout.
generalizes better to new data but also unlocks the true power of neural networks: learning the underlying patterns, not just the noise. So, embrace regularization, and may your deep learning adventures be both exciting and fruitful!