In an era where technology relentlessly disrupts traditional industries, the realm of online trading finds itself at a particularly transformative juncture. With Artificial Intelligence (AI) propelling this evolution, trading strategies are undergoing revolutionary changes. At the heart of this transformation lie two critical AI subsets: machine learning and predictive analytics.