Crude oil has another name called black gold
which has an essential role in evolution of global wealth
and financial market. Therefore, dynamic information
of future expected price will lead to enhancement of
decision making at different levels. Specifically, this is
an attempt made to forecast price prediction using long
short-term memory neural network rather than using
convolutional neural network. We have come across
testing different versions of model using various
lookback and alternative tuning methods. The
conclusion derived from this study are promising and
represent a more precise prediction for the crude oil
price in coming days.
Keywords : Crude Oil Prediction, LSTM, Recurrent Neural Networks.