Algorithmic trading has transformed from simple automated execution to sophisticated strategies incorporating machine learning and artificial intelligence. These advanced systems can now analyze vast amounts of market data in milliseconds to identify trading opportunities.

While institutional traders have traditionally dominated this space, retail traders now have increasing access to algorithmic tools through various platforms. This democratization of technology has leveled the playing field and opened new opportunities for traders at all levels of experience and capital.