Monday, June 5, 2023

cryptocurrency (bitcoin) price prediction by use of a hybrid model of C-LSTM

In this tutorial video, I’m going to show you how the deep learning algorithm can predict Bitcoin prices.
in the first step, I got the online data of bitcoin from the Oanda data provider and then run a hybrid model of Convolutional Neural Network with a Long Short Memory Network and then in order to gain the maximum performance of the model I used a Bayesian optimization model to tune the hyperparameters of the model.
you can easily change the data to your favorable dataset and it will change the parameter of the network based on the best performance.
you can download the code from my Mathworks account from link below,

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