LLMs Ops for Finance by Brindha Priyadarshini Jeyaraman (.PDF)

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File Size: 10 MB

Large Language Models Ops for Finance: A Practical Guide to Infrastructure, Implementation, and Innovation by Brindha Priyadarshini Jeyaraman
Requirements: .PDF reader, 10 MB
Overview: 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. For AI and ML engineers, data scientists, and finance professionals interested in implementing and managing Large Language Models within the finance industry.
Genre: Non-Fiction > Tech & Devices

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