Deep learning algorithms have shown to be incredibly powerful tools for quantifying market sentiment. By analyzing vast amounts of textual data, such as news articles, social media posts, and financial reports, these algorithms recognize patterns and trends that indicate investor optimism. Complex deep learning models, like recurrent neural netw