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Java Deep Learning Projects by Md. Rezaul Karim

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Stock price prediction using LSTM network

In this project, we saw how to develop a demo project for predicting the stock prices for five categories: OPEN, CLOSE, LOW, HIGH, and VOLUME. However, this result also lacks the actual signal; all your network has to do is produce a value similar to the last input of the price.

If we took your prediction as the input for the next prediction, we saw that the results were quite bad. I know there are some serious drawbacks of this approach. Nevertheless, we had not used enough data, which potentially limits the performance of such a model.

Knowing the drawback of this project, the biggest takeaway is extending Bitcoin or another cryptocurrency price prediction. As suggested in the FAQ section, historical ...

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