{"product_id":"end-to-end-natural-language-processing-systems-techniques-for-fine-tuning-prompt-engineering-and-retrieval-augmented-models-9798278816928","title":"End to End Natural Language Processing systems: Techniques for Fine-Tuning, Prompt Engineering, and Retrieval-Augmented Models","description":"\u003cp\u003e • Author(s): Albert Brian Desmond\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWhy do some NLP systems perform flawlessly in production-while others fall apart the moment they meet real users and messy data?\u003c\/p\u003e\u003cp\u003eHave you ever asked yourself: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eHow do real teams build NLP systems that actually work at scale?\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWhy does a promising prototype fail in production?\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWhen should you fine-tune, and when is prompting or retrieval the better choice?\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWhat does a reliable RAG pipeline really look like beyond demos and blog posts?\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThis book answers those questions-directly, honestly, and practically.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eEnd-to-End Natural Language Processing Systems\u003c\/b\u003e takes you beyond isolated techniques and teaches you how to design \u003cb\u003ecomplete, production-ready NLP systems\u003c\/b\u003e. It focuses on real engineering decisions, trade-offs, and failure modes-without hype, shortcuts, or theory overload.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eBuild systems, not just models\u003c\/b\u003e\u003cp\u003eYou'll learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eFrame NLP problems so implementation becomes execution, not guesswork\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDecide when to fine-tune, use parameter-efficient methods, or avoid training entirely\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDesign prompts that remain stable across environments and edge cases\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild and maintain Retrieval-Augmented Generation pipelines that hold up in production\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEvaluate NLP systems using metrics that matter to users and businesses-not just papers\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eAt every stage, the book challenges you with the most important question: \u003cbr\u003e\u003cb\u003eAre you building a model-or a system?\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eDesigned for real-world conditions\u003c\/b\u003e\u003cp\u003eThis book addresses the problems most resources ignore: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eData pipelines that drift over time\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eRetrieval systems that silently degrade\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePrompts that rely on coincidence instead of design\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eEvaluation methods that give false confidence\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMisalignment between model performance and business goals\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe goal isn't surface-level confidence.\u003cbr\u003eIt's \u003cb\u003edurable competence\u003c\/b\u003e.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eWhy this book matters now\u003c\/b\u003e\u003cp\u003eModels change fast. Tools change faster.\u003cbr\u003eWhat lasts is your ability to design reliable systems-your architecture, evaluation discipline, governance, and integration skills.\u003c\/p\u003e\u003cp\u003eThis book helps you build that foundation.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eWho this book is for\u003c\/b\u003e\u003cp\u003eWhether you're an engineer, researcher, product manager, or technical lead, this book gives you the mental models, workflows, and system-level thinking needed to build NLP solutions that \u003cb\u003escale, adapt, and survive real-world use\u003c\/b\u003e.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46861154713751,"sku":"9798278816928","price":3188.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798278816928.webp?v=1769960904","url":"https:\/\/atlanticbooks.com\/products\/end-to-end-natural-language-processing-systems-techniques-for-fine-tuning-prompt-engineering-and-retrieval-augmented-models-9798278816928","provider":"Atlantic Books","version":"1.0","type":"link"}