L1 Regularization, L2 Regularization, Regularization, Early Stopping, Dropout.
performance stops improving or starts degrading, you stop training. It’s like cooking pasta; you don’t set a timer for exactly 10 minutes regardless of how the pasta is cooking. You taste it along the way to ensure it’s just right. Similarly, early stopping ensures your model doesn’t “overcook” on