Foreign Exchange Rate Prediction Using Deep Learning (ANN, LSTM & GRU)

The foreign exchange rate (Forex) market is the largest and most crucial trading market in the world followed by the credit market. The foreign exchange rate market determines the exchange rate of different currencies of the world. It involves buying, selling, and exchanging currencies at current or determined prices. Image Source As we can see from the above figure, the average daily trading volume of the Forex market is way too higher than other big stock exchanges in the world. Some of the nice quotes on trading are -- "Trading effectively is about assessing probabilities, not certainties". Yvan Byeajee, Paradigm Shift: How to cultivate equanimity in the face of market uncertainty "The stock market is a device for transferring money from the impatient to the patient".