Integrating machine learning into algorithmic trading strategies is revolutionizing the way trades are executed in financial markets. Algorithmic trading, where orders are executed automatically based on predefined criteria, is evolving with the application of machine learning techniques, enabling more sophisticated and adaptive trading strategies.