Predicting Stock Returns: Using Machine Learning

This project uses machine learning models to predict next-day stock prices based on historical market data. We compare a deep learning model (LSTM) with a traditional linear regression approach, evaluating their ability to capture trends and predict price movements. While the models achieve reasonable accuracy in estimating prices, predicting short-term market direction remains challenging.