Study of Stock Price Trends for Indian Share Market vs American Share Market Using LSTM

Stock market trading is a pivotal financial activity, fraught with uncertainty and volatility. Investors constantly seek methods to predict future trends, aiming to minimize losses and maximize profits. Achieving complete accuracy in forecasting remains a challenge, yet progress within Deep Learning (DL) and Machine Learning (ML) has prompted researchers to investigate several methods for predicting stock prices.This employs Long Short-Term Memory (LSTM) models to forecast stock prices of five Indian and five American companies across varying time horizons. In this underscores the need for customized predictive models to navigate the unique complexities of forecasting within different market contexts.