Artificial Intelligence for Capital Markets
Artificial Intelligence for Capital Markets by Syed Hasan Jafar, published by CRC Press in 2023, explores the application of AI and machine learning techniques within financial capital markets. This edition, comprising 170 pages, addresses the challenges associated with these technologies, particularly the “black box” syndrome that complicates understanding the underlying dynamics of the results they produce.
Readers will find a comprehensive discussion on various aspects of artificial intelligence in the finance service industry, including credit and risk analysis, cryptocurrencies, and blockchain technology. The book also delves into asset pricing models and market efficiency testing, specifically in the context of the Indian stock market. Serving as a reference for academicians and industry professionals alike, this work may also function as a textbook for graduate-level courses in financial services and analytics.
Official synopsis Publisher
Artificial Intelligence for Capital Market throws light on the application of AI/ML techniques in the financial capital markets. This book discusses the challenges posed by the AI/ML techniques as these are prone to “black box” syndrome. The complexity of understanding the underlying dynamics for results generated by these methods is one of the major concerns which is highlighted in this book.
Features:
- Showcases artificial intelligence in finance service industry
- Explains credit and risk analysis
- Elaborates on cryptocurrencies and blockchain technology
- Focuses on the optimal choice of asset pricing model
- Introduces testing of market efficiency and forecasting in the Indian stock market
This book serves as a reference book for academicians, industry professionals, traders, finance managers and stock brokers. It may also be used as textbook for graduate level courses in financial services and financial analytics.
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