Sydney is a complex and novel algorithm that uses Artificial Intelligence in combination with traditional technical analysis to predict future market movements of the GBPUSD and USDJPY symbol. This Expert Advisor makes use of Recurrent Neural Networks, specifically Long-Short-Term-Memory cells, that are trained using data from technical analysis indicators. Through this method, the EA is able to learn which indicators are most relevant for future price movements and act upon them. освен това, LSTM networks are particularly suitable for time series analysis as they are able to consider both short- and long-term historical data.