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