Large Language Models Ops for Finance (Paperback)

Langue : anglais

Edité par APress, Berkley, 2025

9798868816994

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Paperback. Explore emerging technologies and the evolving role of AI in finance. Geared toward finance professionals, this book will equip you with the knowledge and tools to harness the power of Large Language Models (LLMs), ensuring you stay ahead in an increasingly AI-driven industry. Highlighting the benefits and challenges of LLMs in financial contexts, the book starts with the necessary infrastructure setup, covering both hardware and software requirements. It offers a balanced discussion on cloud versus on-premises solutions, enabling you to make informed decisions based on their specific needs. Training and fine-tuning LLMs are critical components of effective deployment, and this book offers best practices, from data preparation to advanced fine-tuning techniques. It also delves into deployment strategies, with practical advice on building deployment pipelines, monitoring performance, and optimizing operations. Ensuring data privacy and security is paramount in finance, so youll take a close look at maintaining compliance with regulations while safeguarding sensitive information. Youll also examine the integration of LLMs into existing financial systems, with real-world case studies and strategies for API development and real-time data processing. Monitoring and maintenance are crucial for long-term success, and the book outlines how to manage performance metrics, handle model drift, and ensure regular updates. Large Language Models Ops for Finance is your essential guide to discovering the transformative potential of LLMs in the finance industry. What You Will Learn Review LLMs and their applications in finance. Set up the infrastructure for training and deploying LLMs. Apply best practices for fine-tuning and maintaining LLMs. Employ techniques for integrating LLMs into existing financial systemsWho This Book Is ForAI and ML engineers, data scientists, and finance professionals interested in implementing and managing large language models within the finance industry. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de réf. du vendeur 9798868816994

Titre
Large Language Models Ops for Finance (Paperback)
Auteur
Brindha Priyadarshini Jeyaraman
Éditeur
APress, Berkley
Année de publication
2025
État de l'article
new
Reliure
Paperback
Langue
anglais
ISBN à 13 chiffres
9798868816994

CitiRetail

Stevenage, Royaume-Uni

Vendeur avec une évaluation de 5 étoiles

Vendeur AbeBooks depuis 29 juin 2022

Frais d'expédition de Royaume-Uni vers Etats-Unis

Article7 à 14 jours ouvrés7 à 60 jours ouvrés
Premier articleEUR 43,79EUR 43,79
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