Stock Market Trend Prediction

This study focuses on the prediction of stock market trends through the implementation of three distinct machine learning models, namely the linear model, decision tree regression, and LSTM model, which falls under the category of deep learning. The linear and decision tree regressors exhibit a high degree of bias in their predictions, whereas the LSTM model demonstrates a more precise and accurate prediction outcome in comparison to the aforementioned models.