{"product_id":"generative-ai-and-large-language-ajit-singh-9798257616228","title":"Generative AI and Large Language Models","description":"\"\u003cb\u003eGenerative AI and Large Language Models\u003c\/b\u003e\" is a comprehensive, practical, and implementation-focused guide designed for university students and aspiring professionals in the field of computer science. It serves as both a textbook and a hands-on manual, systematically equipping readers with the knowledge and skills required to build applications powered by the most advanced artificial intelligence models available today. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePhilosophy\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThe core philosophy of this book is \"Learning by Doing.\" In the rapidly advancing field of Generative AI, theoretical knowledge alone is insufficient. True mastery comes from practical application-from writing code, interacting with APIs, fine-tuning models, and deploying solutions. Therefore, this book intentionally minimizes dense theoretical exposition and maximizes hands-on, step-by-step implementation. Every concept is introduced with the immediate goal of applying it. The text treats Generative AI not as an abstract subject to be studied, but as a powerful tool to be wielded. Simplicity is paramount; complex algorithms and architectures are broken down into digestible, numbered steps, making them accessible even to those new to the field. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Features\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e1. Globally Relevant: The focus on fundamental principles and industry-standard tools (like Python, LangChain, and major cloud platforms) makes it directly applicable to computer science curricula at universities worldwide. \u003cp\u003e\u003c\/p\u003e2. Strictly Implementation-Oriented: The primary focus is on the \"how-to.\" Readers will spend most of their time writing code and building applications, not just reading theory. \u003cp\u003e\u003c\/p\u003e3. Step-by-Step Algorithms: Complex processes are presented as simple, numbered algorithms, making them easy to understand, follow, and implement. \u003cp\u003e\u003c\/p\u003e4. Updated and Relevant Content: The book covers the latest advancements, including transformer architectures, popular LLMs, vector databases, and deployment strategies, ensuring readers learn current and future-proof skills. \u003cp\u003e\u003c\/p\u003e5. End-to-End Project Development: The final chapter provides a complete guide to building and deploying a live Generative AI application, offering invaluable practical experience. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Takeaways\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eUpon completing this book, the reader will be able to: \u003cp\u003e\u003c\/p\u003e1. Understand the fundamental concepts, architecture, and functioning of Generative AI and LLMs. \u003cp\u003e\u003c\/p\u003e2. Write effective prompts to control and steer the output of large language models. \u003cp\u003e\u003c\/p\u003e3. Utilize popular frameworks like LangChain or LlamaIndex to build complex, multi-step AI applications. \u003cp\u003e\u003c\/p\u003e4. Implement advanced techniques such as Retrieval-Augmented Generation (RAG) to connect LLMs with external data. \u003cp\u003e\u003c\/p\u003e5. Fine-tune pre-trained models on custom datasets to improve performance for specific tasks. \u003cp\u003e\u003c\/p\u003e6. Design, develop, and deploy a complete, end-to-end Generative AI application from scratch. \u003cp\u003e\u003c\/p\u003e7. Evaluate the ethical considerations and future scope of Generative AI technologies. \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eDisclaimer\u003c\/b\u003e: Earnest request from the Author. \u003cp\u003e\u003c\/p\u003eKindly go through the table of contents and refer kindle edition for a glance on the related contents. \u003cp\u003e\u003c\/p\u003eThank you for your kind consideration!\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ajit Singh\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798257616228\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/16\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 278\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.83lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.58d","brand":"Ajit Singh","offers":[{"title":"Paperback","offer_id":49172695056639,"sku":"9798257616228","price":30.24,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/generative-ai-and-large-language-ajit-singh-9798257616228","provider":"WR Book House","version":"1.0","type":"link"}