Machine Learning-Based Strategies

• Classification Algorithms: Use machine learning models (e.g., decision trees, support vector machines) to classify market conditions as buy, sell, or hold based on historical data patterns.

• Reinforcement Learning: Develop algorithms that learn and adapt their trading strategies based on feedback from market outcomes, rewards, and penalties.