Artificial Intelligence for Capital Markets:
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 dynam...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Taylor & Francis
2024
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| Schlagworte: | |
| Zusammenfassung: | 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 marketThis 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 |
| Beschreibung: | 1. Artificial Intelligence in the Financial Service Industry. 2. Machine Learning and Big Data in Finance Services. 3. Artificial Intelligence in Financial Services: Advantages and Disadvantages. 4. Upscaling Profits in Financial Market. 5. Credit and Risk Analysis in the Financial and Banking Sectors: An Investigation. 6. Cryptocurrencies and Blockchain Technology Applications. 7. Machine Learning and the Optimal Choice of Asset Pricing Model. 8. Testing for Market Efficiency Using News-Driven Sentiment: Evidence from Select NYSE Stocks. 9. Comparing Statistical, Deep Learning, and Additive Models for Forecasting in the Indian Stock Market. 10. Applications and Impact of Artificial Intelligence in the Finance Sector. |
| Beschreibung: | 182 Seiten 453 gr |
| ISBN: | 9781032356303 |
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| 520 | |a 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 marketThis 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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| id | DE-604.BV050186155 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-27T13:01:30Z |
| institution | BVB |
| isbn | 9781032356303 |
| language | English |
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| physical | 182 Seiten 453 gr |
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| spelling | Hasan Jafar, Syed Verfasser aut Artificial Intelligence for Capital Markets Taylor & Francis 2024 182 Seiten 453 gr txt rdacontent n rdamedia nc rdacarrier 1. Artificial Intelligence in the Financial Service Industry. 2. Machine Learning and Big Data in Finance Services. 3. Artificial Intelligence in Financial Services: Advantages and Disadvantages. 4. Upscaling Profits in Financial Market. 5. Credit and Risk Analysis in the Financial and Banking Sectors: An Investigation. 6. Cryptocurrencies and Blockchain Technology Applications. 7. Machine Learning and the Optimal Choice of Asset Pricing Model. 8. Testing for Market Efficiency Using News-Driven Sentiment: Evidence from Select NYSE Stocks. 9. Comparing Statistical, Deep Learning, and Additive Models for Forecasting in the Indian Stock Market. 10. Applications and Impact of Artificial Intelligence in the Finance Sector. 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 marketThis 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 bicssc / Data mining bicssc / Computer architecture & logic design bicssc / Supercomputers bicssc / Automatic control engineering bisacsh / COMPUTERS / Programming / Games bisacsh / COMPUTERS / Computer Science bisacsh / COMPUTERS / Data Science / Data Analytics bisacsh / COMPUTERS / Machine Theory bisacsh / COMPUTERS / Data Science / Neural Networks K, Hemachandran Sonstige oth El-Chaarani, Hani Sonstige oth Moturi, Sairam Sonstige oth Gupta, Neha Sonstige oth |
| spellingShingle | Hasan Jafar, Syed Artificial Intelligence for Capital Markets bicssc / Data mining bicssc / Computer architecture & logic design bicssc / Supercomputers bicssc / Automatic control engineering bisacsh / COMPUTERS / Programming / Games bisacsh / COMPUTERS / Computer Science bisacsh / COMPUTERS / Data Science / Data Analytics bisacsh / COMPUTERS / Machine Theory bisacsh / COMPUTERS / Data Science / Neural Networks |
| title | Artificial Intelligence for Capital Markets |
| title_auth | Artificial Intelligence for Capital Markets |
| title_exact_search | Artificial Intelligence for Capital Markets |
| title_full | Artificial Intelligence for Capital Markets |
| title_fullStr | Artificial Intelligence for Capital Markets |
| title_full_unstemmed | Artificial Intelligence for Capital Markets |
| title_short | Artificial Intelligence for Capital Markets |
| title_sort | artificial intelligence for capital markets |
| topic | bicssc / Data mining bicssc / Computer architecture & logic design bicssc / Supercomputers bicssc / Automatic control engineering bisacsh / COMPUTERS / Programming / Games bisacsh / COMPUTERS / Computer Science bisacsh / COMPUTERS / Data Science / Data Analytics bisacsh / COMPUTERS / Machine Theory bisacsh / COMPUTERS / Data Science / Neural Networks |
| topic_facet | bicssc / Data mining bicssc / Computer architecture & logic design bicssc / Supercomputers bicssc / Automatic control engineering bisacsh / COMPUTERS / Programming / Games bisacsh / COMPUTERS / Computer Science bisacsh / COMPUTERS / Data Science / Data Analytics bisacsh / COMPUTERS / Machine Theory bisacsh / COMPUTERS / Data Science / Neural Networks |
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