This talk is aims to provide a literature survey of published use cases and research papers on use of machine learning in finance and how it is helping refocus the financial sector to its fundamental purpose. In particular recent developments in deep learning. The discussion will put a spotlight on some of the recent relevant research in deep learning and reinforcement learning. Other aspects like generating synthetic data; text analytics; transfer learning and explainability of deep learning models will also be discussed. This talk will conclude with thoughts on governance framework; evolving regulatory landscape and some ethical questions about use of these models.
Part of the Fitch Group, Fitch Learning partners with clients to enhance knowledge, skills and conduct. Fitch Learning is a global leader in training with experience of delivering specialised technical training at all levels to the financial community. Fitch Learning partner with clients to elevate knowledge and skills and enhance conduct.
We work with 9 out of 10 of each of the largest Investment Banks, Asset Managers and Global Banks and through state-of-the-art training centres in London, New York, Hong Kong, Singapore and Dubai, and our leading distance learning portals, we train more than 20,000 delegates each year.
