Deep Learning in Banking
eBook - ePub

Deep Learning in Banking

Integrating Artificial Intelligence for Next-Generation Financial Services

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

Deep Learning in Banking

Integrating Artificial Intelligence for Next-Generation Financial Services

About this book

Unlock the potential of artificial intelligence to transform financial services for a new era

Deep Learning in Banking; Leveraging Artificial Intelligence for Next-Generation Financial Services by Cristián Bravo, Sebastián Maldonado, and María Óskarsdóttir is a compelling resource that highlights the critical intersection of AI and banking. It offers actionable insights and practical solutions for leveraging deep learning in lending institutions. With increasing regulatory challenges and the need for sophisticated models, this book provides essential strategies to navigate the evolving landscape of financial services.

Structured for both academic and professional use, Deep Learning in Banking delivers a comprehensive examination of the methodological frameworks of AI applications in lending. You'll learn to combine images, text, time series, graphs and structured data to develop multimodal deep learning and large-scale models, and how they relate to explainability and fairness, with practical examples and real-world case studies that ensure effective implementation.

Inside the book:

  • Learn how to develop AI models within the modern regulatory environment.
  • Explore multimodal data to develop deep learning models for financial institutions
  • Discover case studies highlighting the application of advanced machine learning techniques in banking

Deep Learning in Banking is written for academics, financiers, banking professionals, and data scientists eager to revolutionize their approach to financial services. The book empowers its readers with the knowledge and tools needed to harness AI's full potential, paving the way for innovative and compliant solutions in the banking industry.

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Yes, you can access Deep Learning in Banking by Cristian Bravo,Sebastian Maldonado,Maria Oskarsdottir in PDF and/or ePUB format, as well as other popular books in Economics & Financial Risk Management. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley
Year
2026
Print ISBN
9781394295371
eBook ISBN
9781394295395

Table of contents

  1. Cover
  2. Table of Contents
  3. Title Page
  4. Copyright
  5. Dedication
  6. List of Figures
  7. List of Algorithms
  8. Foreword
  9. Preface
  10. Acknowledgments
  11. Chapter 1: Introduction
  12. Chapter 2: Image Processing and Convolutional Neural Networks
  13. Chapter 3: Time Series and Recurrent Models
  14. Chapter 4: Text Data and Transformers
  15. Chapter 5: Financial Contagion and Network Models
  16. Chapter 6: Generative AI and Large Language Models
  17. Chapter 7: Multimodal Data and Information Fusion
  18. Chapter 8: Fairness, Accountability, Explainability, and Causality
  19. Chapter 9: Perspectives on the Future of AI in Banking
  20. Bibliography
  21. Index
  22. End User License Agreement