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