A comprehensive, practical toolkit for applying ML and AI to day-to-day credit risk management challenges. Beginning with coverage of data management in banking, it goes on to discuss individual and multiple classifier approaches, reinforcement learning and AI in credit portfolio modelling, lifetime PD modelling, LGD modelling and EAD modelling. Fully worked examples in Python and R appear throughout, with source code provided on the companion website.
| ISBN: | 9781119781059 |
| Publication date: | 18th December 2025 |
| Author: | Tiziano Bellini |
| Publisher: | John Wiley & Sons, Inc. an imprint of Wiley |
| Format: | Hardback |
| Pagination: | 304 pages |
| Series: | Wiley Finance Series |
| Genres: |
Finance and accounting |
A comprehensive, practical toolkit for applying ML and AI to day-to-day credit risk management challenges. Beginning with coverage of data management in banking, it goes on to discuss individual and multiple classifier approaches, reinforcement learning and AI in credit portfolio modelling, lifetime PD modelling, LGD modelling and EAD modelling. Fully worked examples in Python and R appear throughout, with source code provided on the companion website.
Machine Learning and Artificial Intelligence for Credit Risk Analytics features in the following genres: Finance and accounting
Machine Learning and Artificial Intelligence for Credit Risk Analytics is available in Hardback
Machine Learning and Artificial Intelligence for Credit Risk Analytics was written by Tiziano Bellini and published by John Wiley & Sons, Inc. an imprint of Wiley
Machine Learning and Artificial Intelligence for Credit Risk Analytics has 304 pages
Yes it is part of Wiley Finance Series series