Super Data Science: ML & AI Podcast with Jon Krohn cover image

006: Financial Modeling and Data Science, Inputs vs Assumptions and Going Big with Xinran Liu

Super Data Science: ML & AI Podcast with Jon Krohn

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Financial Modeling and Data Science Collaboration in Valuing Companies

The chapter explores the collaboration between financial modeling and data science departments in valuing a company, where data on a specific medical condition in Australia was used to predict future profits. It discusses the importance of accurate financial models in large corporate deals and highlights the overlap between data science and financial modeling in certain industries. The chapter emphasizes the necessity of sensitivity analysis in financial modeling to understand how changes in key drivers impact the model's outcomes.

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