Stock Market Graph Prediction using LSTM

There has been a rapid growth in the number of traders and investors in the stock market. A lot of them are beginners and young adults with little to no knowledge about the stock market. So it is essential to help these people out to minimise their losses and increase their profits while investing. A predicted graph of a particular stock in the stock market can help them do so. This paper focuses on the machine learning algorithm: Long Short-Term Memory to predict the graphs of a particular stock. The data is fetched from Yahoo Finance to get accurate results from the historic data. The website that has been made is very accessible for all kinds of users. It provides them with a simple input field to enter the stock to generate the predicted graph of the stock they wish to look for. It also shows the users if a stock is bullish (prices will rise) or bearish (prices will fall) for the particular week and month for their better understanding. The website also features a news section which highlights news and information related to the stock market and also the factors that affect the trends in the stock market.