Stock market prediction is the act of trying to determine the future value of a company stock or other financial instrument traded on an exchange. The successful prediction of a stock's future price could yield significant profit.
Stock market plays a key role in economical and social organization of a country. Stock market forecasting is highly demanding and most challenging task for investors, professional analyst and researchers in the financial market.
- All the necessary data pre-processing steps were done before building the model.
- MinMaxScaler was used to normalize the data between 0 and 1.
- For building the model, the mean-squared-error loss function and the Adam optimizer were used with Keras.
The prediction is given by the following plot.
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