Deep learning algorithms are proving to be incredibly powerful tools for quantifying market sentiment. By analyzing vast datasets of textual data, such as news articles, social media posts, and market reports, these algorithms recognize patterns and trends that indicate investor confidence. Advanced deep learning models, like recurrent neural ne