Moody's Machine Learning Case Study

Carlos Salas

Portfolio Manager and Data Scientist

Let’s see how a credit rating agency used machine learning model training. Join Carlos Salas as he explores how data science and machine learning can be used in finance to improve credit scoring tools.

Data Science

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Moody's Machine Learning Case Study

5 Min 12 Seg

Objetivos clave de aprendizaje:

Understand how Moody’s use machine learning

Descripción general:

Moody’s is a credit rating agency who compared their internal parametric model against several machine learning models to assess the credit risk of small and medium-sized corporate borrowers. This assessment yielded surprising results, with the machine learning models outperforming Moody’s model.

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Resumen

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Carlos Salas

Carlos Salas is a professional investor passionate about the lifelong development of an investment process that blends man and machine. Over the last 15 years, he has worked in investment roles for firms such as Santander AM, BNP Paribas, Jefferies, and LCAM. He is currently pursuing three careers simultaneously - as an investment manager, consultant and lecturer.

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