Foundations of Artificial Intelligence in Finance
eBook - ePub

Foundations of Artificial Intelligence in Finance

Insights for Practitioners with Applications and Case Studies

  1. 224 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Foundations of Artificial Intelligence in Finance

Insights for Practitioners with Applications and Case Studies

About this book

This book discusses the financial impact of Artificial Intelligence (AI) on the finance and business sectors. By providing readers with comprehensive insights, real-world case studies, and expert discussions, it delves into various applications of AI in finance, including NLP for financial document analysis, predictive analytics, explainable AI, and blockchain integration. Covering a range of topics, from simplifying financial documents to predicting stock market trends and ensuring ethical investing, this book is crucial to effectively bridge the gap between technical AI concepts and practical applications, making it suitable for both specialists and non-specialists.

• In-depth discussions focus on the potential impact of AI on sustainable investments, exploring how these technologies may shape the future of finance.

• Emphasises the ethical implications of AI in finance, addressing the responsible use of these technologies and the importance of regulatory compliance.

• Each chapter includes practical case studies that illustrate the effective use of AI in the financial industry, providing readers with relatable insights into its applications.

• Aids non-specialists in comprehending complex AI concepts and demonstrates how AI can act as a smart assistant in solving intricate financial & business problems.

• Leverage AI for informed decision-making, risk management, and sustainable investments, making it a pivotal reference for navigating the rapidly evolving financial landscape.

The book is for professionals, data scientists, investors, policymakers, and anyone interested in understanding how AI can transform financial practices.

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Information

Year
2026
eBook ISBN
9781040679227

Table of contents

  1. Cover Page
  2. Half-Title Page
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Contents
  7. Preface
  8. Biography
  9. List of Contributors
  10. Chapter 1 Introduction to AI in Finance: Foundational Concepts and Emerging Challenges
  11. Chapter 2 Framework for Responsible AI Adoption in Fintech
  12. Chapter 3 Exploring Explainable AI (XAI): Implications for Transparency in Financial Decision-Making
  13. Chapter 4 Implementing Robotic Process Automation (RPA) for Financial Operations
  14. Chapter 5 Leveraging Natural Language Processing (NLP) in Financial Customer Service: Enhancing User Experience
  15. Chapter 6 Advanced NLP for Financial Document Analysis: Tools and Techniques
  16. Chapter 7 Predictive Analytics and AI in Credit Scoring: Transforming Lending Practices
  17. Chapter 8 AI-Driven Fraud Detection and Prevention Strategies
  18. Chapter 9 AI in Sustainable Finance and ESG Analysis: A Practical Guide
  19. Chapter 10 An African Perspective on Artificial Intelligence and Climate Finance
  20. Chapter 11 AI in Sustainable Risk Management and Compliance
  21. Chapter 12 Exploring the Influence of Gold Prices on Forex Rates, Equity Index, and Crude Oil Amid Disruptions: A Comparative Analysis of Machine Learning and Deep Learning Approaches
  22. Chapter 13 Intelligent Robo-advisors and Personalized Financial Planning
  23. Chapter 14 AI in Algorithmic Trading and Investment Strategies
  24. Chapter 15 Deep Learning in Stock Forecasting and Market Predictions
  25. Chapter 16 AI Applications for Anti-Money Laundering and Compliance in Financial Institutions
  26. Chapter 17 Ethical Considerations for AI in Financial Services
  27. Chapter 18 Artificial Intelligence in Healthcare Finance: Developing Sustainable Financial Models
  28. Chapter 19 Blockchain and AI in Finance: Synergies for a Digital Economy
  29. Chapter 20 AI-Driven Socially Responsible Investing: Tools for Impact Measurement
  30. Chapter 21 Financial Management and AI: A New Dawn for Companies
  31. Chapter 22 Case Studies and Future Directions for AI in Finance
  32. Index

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Yes, you can access Foundations of Artificial Intelligence in Finance by Syed Hasan Jafar,Hemachandran K,Donkor Nawaah,Raul Villamarin Rodriguez in PDF and/or ePUB format, as well as other popular books in Computer Science & Finance. We have over 1.5 million books available in our catalogue for you to explore.