Download the fantastic book titled Machine Learning and Artificial Intelligence for Credit Risk Analytics written by Tiziano Bellini, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Machine Learning and Artificial Intelligence for Credit Risk Analytics", which was released on 26 June 2023. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Business & Economics genre.
Summary of Machine Learning and Artificial Intelligence for Credit Risk Analytics by Tiziano Bellini PDF
Machine Learning and Artificial Intelligence for Credit Risk Analytics provides 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, the book 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 the book, with source code provided on the companion website. Machine Learning and Artificial Intelligence for Credit Risk Analytics fully covers the key concepts required to understand, challenge and validate credit risk models, whilst also looking to the future development of AI applications in credit risk management, demonstrating the need to embed economics and statistics to inform short, medium and long-term decision-making.
Detail About Machine Learning and Artificial Intelligence for Credit Risk Analytics PDF
- Author : Tiziano Bellini
- Publisher : Wiley
- Genre : Business & Economics
- Total Pages : 304 pages
- ISBN : 9781119781059
- Release Date : 26 June 2023
- PDF File Size : 28,6 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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