Titlebook: Alternative Data and Artificial Intelligence Techniques; Applications in Inve Qingquan Tony Zhang,Beibei Li,Danxia Xie Book 2022 The Editor

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ESG Impacts on Corporation’s Fundamental: Studies from the Healthcare Industryated companies’ stocks, and short the bottom ten rated companies’ stocks within the portfolio. The outcome shows that for 75% of the time period (excluding the period 2017–2018), the portfolio outperformed the control group in which we bought stocks randomly.

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Book 2022ook covers a textual analysis of news and social media, information extraction from GPS and IoTs data, and risk predictions based on small transaction data, etc. The book summarizes and introduces the advancement in each area and highlights the machine learning and deep learning techniques utilized

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Introduction of Alternative Data in Financeroviders, and applications. After reading this chapter, we hope readers can have a detailed understanding of the application process of alternative data in finance, including the sources of alternative data generation, evaluation criteria, etc. We also provide specific application cases and Python codes for the readers’ reference.

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Book 2022to achieve the goals. As a complement, it also illustrates examples on how to leverage the python package to visualize and analyze the alternative datasets, and will be of interest to academics, researchers, and students of risk evaluation, risk management, data, AI, and financial innovation..

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Alternative Data and Artificial Intelligence TechniquesApplications in Inve

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