Linear Regression vs LSTM for Time Series Data

The sense of which model to use for the prediction of time series data is very important. In this paper, we have done a Project Research on Linear Regression and Long short-term memory (LSTM) model both making a prediction using the Indian Stock Market Index Nifty 50 which is a time-series data. As we know the market changes daily and daily it touches new highs and lows and huge volume change is seen as well, so can linear regression help us predict a better future prediction or LSTM helps in predicting a better future prediction is what we have tested in this project. We have given our conclusion based on the result of the RMSE. The project in a way also shows the strength of linear regression and that of are different and shows a method of implementing time series data in both the models and checking their RMSE respectively.