#CurrencyPairPrediction Best Practices for Transfer Learning in Forex • Pretrain on the biggest, most liquid pairs first (EUR/USD, USD/JPY). • Freeze early layers, only retrain higher decision-making layers unless strong domain-specific adaptation needed. • Use small learning rates during fine-tuning. • Use domain adaptation techniques if the target pair behaves very differently. • Monitor performance not just during training, but on out-of-sample live data.