#CurrencyPairPrediction Challenges in Forex Transfer Learning Challenge Solution Distribution Shift Currency pairs behave differently (e.g., GBP is more volatile than CHF). Fine-tune carefully. Label Mismatch Different tasks (e.g., predicting returns vs classifying direction). Ensure same prediction format. Overfitting on Small New Data Use strong regularization and early stopping. Learning Rate Issues Use lower learning rates when fine-tuning to avoid overwriting good general features.