{"product_id":"9798868816994","title":"Large Language Models Ops for Finance: A Practical Guide to Infrastructure, Implementation, and Innovation","description":"\u003ch1\u003eLarge Language Models Ops for Finance: A Practical Guide to Infrastructure, Implementation, and Innovation\u003c\/h1\u003e \u003ch2\u003eJeyaraman, Brindha Priyadarshini\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt 0in;\"\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eExplore 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. \u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt 0in;\"\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eHighlighting 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. \u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt 0in;\"\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eEnsuring data privacy and security is paramount in finance, so you’ll take a close look at maintaining compliance with regulations while safeguarding sensitive information. You’ll 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. \u003c\/span\u003e\u003cem\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: Arial; color: #2e2f30; background: white; mso-highlight: white;\"\u003eLarge Language Models Ops for Finance\u003c\/span\u003e\u003c\/em\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003e is your essential guide to discovering the transformative potential of LLMs in the finance industry. \u003c\/span\u003e\u003cspan lang=\"EN-IN\" style=\"color: #242424;\"\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt 0in;\"\u003e\u003cstrong\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eWhat You Will Learn\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-indent: -.25in; line-height: normal; mso-list: l0 level1 lfo1; margin: 14.0pt 0in 0in .5in;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 10.0pt; font-family: 'Noto Sans Symbols'; mso-fareast-font-family: 'Noto Sans Symbols'; mso-bidi-font-family: 'Noto Sans Symbols';\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e●\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e        \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eReview LLMs and their applications in finance.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-indent: -.25in; line-height: normal; mso-list: l0 level1 lfo1; margin: 0in 0in 0in .5in;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 10.0pt; font-family: 'Noto Sans Symbols'; mso-fareast-font-family: 'Noto Sans Symbols'; mso-bidi-font-family: 'Noto Sans Symbols';\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e●\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e        \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eSet up the infrastructure for training and deploying LLMs.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-indent: -.25in; line-height: normal; mso-list: l0 level1 lfo1; margin: 0in 0in 0in .5in;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 10.0pt; font-family: 'Noto Sans Symbols'; mso-fareast-font-family: 'Noto Sans Symbols'; mso-bidi-font-family: 'Noto Sans Symbols';\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e●\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e        \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eApply best practices for fine-tuning and maintaining LLMs.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"text-indent: -.25in; line-height: normal; mso-list: l0 level1 lfo1; margin: 0in 0in 14.0pt .5in;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 10.0pt; font-family: 'Noto Sans Symbols'; mso-fareast-font-family: 'Noto Sans Symbols'; mso-bidi-font-family: 'Noto Sans Symbols';\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e●\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e        \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eEmploy techniques for integrating LLMs into existing financial systems\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt .25in;\"\u003e\u003cstrong\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eWho This Book Is For\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: normal; margin: 14.0pt 0in 14.0pt .25in;\"\u003e\u003cspan lang=\"EN-IN\" style=\"font-size: 12.0pt; font-family: 'Times New Roman',serif; mso-fareast-font-family: 'Times New Roman';\"\u003eAI and ML engineers, data scientists, and finance professionals interested in implementing and managing large language models within the finance industry.\u003c\/span\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2025-10-02\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9798868816994\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/979-8-8688-1700-7\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 281\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":44309920743564,"sku":"9798868816994","price":49.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868816994.jpg?v=1775067048","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9798868816994","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}