Long short-term memory abbreviated as LSTM is an artificial neural network used in the fields of artificial intelligence and deep learning. I am going to LSTM (long short term memory) networks and python coding in jupyter notebook for price movement predictions for TCS stock listed on NSE. In the end it will be concluded that the predicted movement of TCS stock price is similar to the actual one. Moreover next 20 days opening prices will be calculated based on previous few days price data.
data will be shared as required
No Conflict of Interest
Sole author Dr. Vivek Parkash has done work in this research paper himself and fully own the responsibility.
Got funding from nowhere for this paper.
used LSTM Python with different libraries and functions
I thank my family for the cooperation.
[1] https://www.analyticsvidhya.com/blog/2021/12/stock-price-prediction-using-lstm/ [2] https://towardsdatascience.com/lstm-for-google-stock-price-prediction-e35f5cc84165 [3] https://www.datacamp.com/tutorial/lstm-python-stock-market [4] https://www.kaggle.com/code/faressayah/stock-market-analysis-prediction-using-lstm [5]HongjuYan and Hongbing Ouyang. Financial time series prediction based on deep learning. Wireless Personal Communications, 102(2):683–700, 2018. [6] https://en.wikipedia.org/wiki/Long_short-term_memory [7]https://www.analyticsvidhya.com/blog/2021/03/introduction-to-long-short-term-memory-lstm/