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Stock-price-prediction-using-LSTMs

This project is about predicting the future 'close' prices of 'AAPL' using LSTM's.

The real time stock data is obtained from 'tiingo' (https://www.tiingo.com) using an api key.

The closing price data is arranged in a way such that the value of next day depends upon the values of last timestamp days. Them an lstm model is trained that is able to minimize the 'mean_squared_error'.

This is how the model looks like

Screenshot (166)

Below is a visual representation of how the model predicts the values:

st1

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