Deep Learning in Banking: Integrating Artificial Intelligence for Next-Generation Financial Services

Authors

Cristian Bravo, Sebastian Maldonado, Maria Oskarsdottir

• ISBN: 9781394295371
• Published: December 2025
• Format: Hardcover
• Language: English
• Publisher: Wiley

Description

Deep Learning in Banking: Integrating Artificial Intelligence for Next-Generation Financial Services explores the growing intersection between artificial intelligence and modern banking. This book provides practical insights into how deep learning can be applied in lending institutions and across financial services, especially in a context of increasing regulatory complexity and demand for more sophisticated models.

Designed for both academic and professional use, the book examines methodological frameworks for AI applications in banking and explains how to combine images, text, time series, graphs, and structured data to build multimodal deep learning and large-scale models. It also addresses explainability, fairness, and implementation through practical examples and real-world case studies.

Key Features

Explains how deep learning is transforming banking and financial services. Covers AI model development within modern regulatory environments. Explores multimodal data, including images, text, time series, graphs, and structured data. Discusses explainability and fairness in financial AI systems. Includes practical examples and case studies for real-world implementation.

Coverage

Artificial intelligence in banking, deep learning applications in lending institutions, multimodal model development, large-scale financial AI systems, explainability and fairness, regulatory considerations, and practical implementation in next-generation financial services.

About the Authors

Cristian Bravo, PhD, is a Professor and Canada Research Chair in Banking and Insurance Analytics at the University of Western Ontario, and Director of the Banking Analytics Lab. Sebastian Maldonado, PhD, is Full Professor at the School of Economics and Business, University of Chile. Maria Oskarsdottir is a Lecturer in Mathematical Modelling and Data Science at the University of Southampton and Associate Professor at Reykjavik University.

Table of Contents

AI and deep learning in banking; lending institutions and financial services applications; regulatory challenges in financial AI; multimodal deep learning using images, text, time series, graphs and structured data; large-scale model development; explainability and fairness; real-world case studies and implementation strategies.

Why buy this book?

This book is a strong choice for readers seeking a practical and forward-looking guide to artificial intelligence in banking. It combines academic depth with real-world relevance, helping professionals, researchers, and data scientists understand how deep learning can be implemented effectively and responsibly in financial services.

Keywords

deep learning, banking, artificial intelligence, financial services, lending institutions, machine learning, multimodal data, explainability, fairness, financial analytics, AI regulation, banking technology

Target Audience

banking professionals, financial analysts, data scientists, AI researchers, fintech professionals, academics, university libraries, business schools, finance departments

Genre

Banking, Finance, Artificial Intelligence, Data Science, Business, Technology

Q&A

Does the price include shipping?
Yes — the price includes worldwide shipping. Card/PayPal accepted, simple secure checkout.

Is this a current title?
Yes, published December 2025 by Wiley.

Who is this book written for?
Banking professionals, financial analysts, data scientists and fintech professionals implementing AI.

Does it cover regulatory considerations?
Yes, addressing AI model development within modern regulatory environments alongside explainability and fairness.

Is it suitable for university libraries and institutional orders?
Yes, institutional invoicing is available and CLNZ Books ships to business schools and university libraries worldwide.

Where can I buy Deep Learning in Banking?
You can order this title directly from CLNZ Books at clnzbooks.com.

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