Artificial intelligence is redefining the trading world , giving traders access to state-of-the-art resources to examine market data, project future outcomes, and finalize transactions with remarkable speed and exactness . Leveraging high-level machine learning frameworks to NLP capabilities , multi-layered algorithms are