Machine learning strengthens your AI trading methods by processing massive amounts of financial data. Regression methods forecast asset movements based on previous data, whereas classification algorithms characterize market circumstances. Reinforcement learning enables AI models to adapt based on previous strategy performance. Combining several methodologies improves efficiency and decreases dependency on manual decision-making.