The Role Of Machine Learning In Predicting Market Crashes And Preventing Flash Crashes 2024

Abstract

The research investigates the reliability and role of Machine Learning in predicting the market crashes or preventing flash crashes. An exploratory design has been used to gain enriched and expansive knowledge on the subject. Also, the research reveals the complexities of applying ML and the optimised techniques for overcoming the challenges. There has been qualitative and quantitative secondary data collected reinforcing the value of ML. Index Terms- Machine Learning in market crashes, Machine Learning in flash crashes, role of Machine Learning in market predictions, techniques of Machine Learning for market predictions, accurate predictions of ML