11min chapter

GARP Risk Podcast cover image

AI on the Buy Side: Risks, Challenges and Opportunities

GARP Risk Podcast

CHAPTER

Navigating Machine Learning in Finance

This chapter explores the complexities of applying machine learning models in the financial sector, emphasizing challenges such as overfitting and non-stationarity. It discusses the need for robust data governance and the importance of bias mitigation and explainability in AI models. Additionally, it highlights the role of generative AI tools in enhancing data processing and decision-making within investment firms.

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