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Generative AI for Financial Services: Challenges, anti-patterns, and best practices by Vikesh Pandey at Abbey's Bookshop,
Generative AI for Financial Services: Challenges, anti-patterns, and best practices
— —
Vikesh Pandey

Generative AI for Financial Services

Challenges, anti-patterns, and best practices

Vikesh Pandey

$96.95   $82.23

Paperback

Not in-store but you can order this
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English
BPB Publications
29 September 2024
Computing & IT
Generative AI for Financial Services is a book targeted at any AI practitioner who wants to understand how generative AI works on a fundamental level and extend that learning to risks, challenges, and opportunities in regulated industries like financial services. This book explores generative AI and its applications in financial services. It starts by explaining key concepts, differences from traditional AI, and the generative AI lifecycle. Readers learn about foundation models, transfer learning, and implementation strategies, including fine-tuning and training models. Practical use cases like improving customer experiences, automating ESG analysis, and optimizing contact centers are covered. The book also addresses challenges like model bias, ethics, and compliance while focusing on building trustworthy AI with fairness and accountability.
By:  
Imprint:   BPB Publications
Dimensions:   Height: 235mm,  Width: 191mm, 
ISBN:   9789365891843
ISBN 10:   9365891841
Pages:   316
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

Vikesh Pandey is a Principal Generative AI/ML Specialist Solution Architect and the EMEA Generative AI Lead for financial services at AWS, where he helps the largest financial institutions in EMEA transform their business using Generative AI/ML technologies.

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