Epoch (ML) vs Overfitting

An epoch in cryptocurrency neural network training is one complete pass through the entire historical price dataset, during which the model learns patterns and weights adjust.

Cryptocurrency trading model optimization to historical data that appears profitable in backtests but fails in live trading because parameters accidentally fit random noise rather than capturing genuine predictive patterns.