You are to prepare a research essay on the applications of machine learning and (or) deep learning in the Finance field. You are to select one (1) specific financial topic from the candidates listed below, search and read relevant research papers or articles, evaluate the application of ML and DL models, or construct an ML or DL model(s) to realize a function or application in the relevant aspect. Write an essay to show your findings and analysis. If the topic you would like to research is not on the list below, you will need to obtain your instructor’s approval for your research topic proposal.

1. Advertisement
2. Algorithmic Trading
3. Chatbots
4. Cybersecurity
5. Decentralized Finance (DeFi)
6. Fraud Prevention
7. Risk management