The aim of this course is to apply Machine Learning to Asset Pricing, Trading, Portfolio Construction, and in Corporate Finance. It provides an overview of how Machine learning has been used in the finance industry. It also looks into the rise of 'fintech' firms, and how firms have changed financial markets with Machine Learning. Students will develop an understanding of trading, portfolio construction and cash flow modelling using modern machine learning techniques and gain practical experience with real world applications of Machine Learning in finance. The emphasis will be on weaving together the theoretical grounds and machine learning tools learned in the first term with each other. Practice classes and tutorials will be based on Python/R programming.

Lists linked to Machine Learning for Finance

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ECOM198 - Machine Learning for Finance - 2023/24 2023-2024 Academic Year 01/02/2024 13:43:59