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(Ebook) Artificial Intelligence in Asset Management by CFA Institute Research Foundation ISBN 9781952927027, 1952927021

  • SKU: EBN-36705990
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Authors:CFA Institute Research Foundation
Pages:96 pages.
Year:2020
Editon:1
Publisher:CFA Institute Research Foundation
Language:english
File Size:1.3 MB
Format:pdf
ISBNS:9781952927027, 1952927021
Categories: Ebooks

Product desciption

(Ebook) Artificial Intelligence in Asset Management by CFA Institute Research Foundation ISBN 9781952927027, 1952927021

Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.

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