{"product_id":"working-with-generative-ai-from-ajit-singh-9798246874462","title":"Working with Generative AI from Scratch","description":"This book is a comprehensive, practical, and systematic guide designed to take you from the fundamental concepts of neural networks to building and deploying sophisticated Generative AI applications. It is engineered for learners who prefer a hands-on, \"learn-by-doing\" approach over abstract theoretical discourse. \u003cp\u003e\u003c\/p\u003e\u003cb\u003ePhilosophy\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eThe guiding philosophy of this book is \"construction over theory.\" I believe the most profound understanding of a complex system comes from building it from its elementary parts. Instead of just describing what a Transformer model is, we will build the essential components like the self-attention mechanism step-by-step. This \"from scratch\" approach demystifies the technology, transforming abstract concepts into tangible, implementable code. The focus is squarely on the how-how to design the architecture, how to implement the algorithm, and how to develop a functional application. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Features\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e1. Strictly Practical Orientation: Over 70% of the content is focused on implementation, code, and application development. \u003cp\u003e\u003c\/p\u003e2. Simplified Algorithms: All algorithms are presented in their simplest effective form, making them accessible to beginners without sacrificing core functionality. \u003cp\u003e\u003c\/p\u003e3. Step-by-Step Implementation: Each project and example is broken down into clear, sequential steps from data preparation to model evaluation. \u003cp\u003e\u003c\/p\u003e4. Application-Centric Chapters: Chapters are dedicated to building specific types of generative applications (text, image, multimodal), reflecting industry use cases. \u003cp\u003e\u003c\/p\u003e5. End-to-End Capstone Project: A complete, working DIY project in the final chapter provides an invaluable, hands-on learning experience. \u003cp\u003e\u003c\/p\u003e6. Latest and Relevant Topics: Covers modern, state-of-the-art architectures like Transformers and Diffusion Models, ensuring the content is current and valuable. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eKey Takeaways\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e1. Upon completing this book, you will be able to: \u003cp\u003e\u003c\/p\u003e2. Understand and implement the core components of various generative models. \u003cp\u003e\u003c\/p\u003e3. Build text generation applications using LSTMs and Transformers. \u003cp\u003e\u003c\/p\u003e4. Develop image generation systems using GANs and Diffusion Models. \u003cp\u003e\u003c\/p\u003e5. Design and implement multimodal AI applications that process both text and images. \u003cp\u003e\u003c\/p\u003e6. Fine-tune pre-trained models for specific tasks. \u003cp\u003e\u003c\/p\u003e7. Package and deploy your Generative AI models as web services. \u003cp\u003e\u003c\/p\u003e8. Confidently approach and solve complex problems using Generative AI techniques. \u003cp\u003e\u003c\/p\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 9798246874462\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/04\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 266\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.79lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.56d","brand":"Ajit Singh","offers":[{"title":"Paperback","offer_id":48447295619327,"sku":"9798246874462","price":30.34,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_f83f4b58-a4a5-4b4f-bb0b-14d02fee7d7f.jpg?v=1777230160","url":"https:\/\/www.whiterainbookhouse.com\/products\/working-with-generative-ai-from-ajit-singh-9798246874462","provider":"WR Book House","version":"1.0","type":"link"}