Stock Market Forecasting with GAN's
For my dissertation, I explored using Generative Adversarial Networks to predict closing prices on the London Stock Exchange. It was a fascinating project, though the LSTM model I built for comparison ultimately performed better. The work required advanced deep learning and data science skills, development of complex neural networks, collecting and pre-processing data, along with learning a basic understanding of financial markets and the ethical implications of applying AI to market prediction.