Abstract: Predicting the future prices of listed stocks has always been a primary area of interest for traders, investors, and risk managers. While traditional statistical methods often struggle with market volatility, this research, titled “Stock Prediction using LSTM,” bridges the gap between deep learning and financial analysis.