This project predicts stock prices using a Long Short-Term Memory (LSTM) neural network. It fetches historical stock data using Yahoo Finance API, preprocesses data for training, trains an LSTM model, a recurrent neural network (RNN), for prediction, and visualizes actual vs. predicted stock prices.