Synopsis

Authored by Vikram Singh Sankhala, "Applied Generative AI for Professionals: Bridging Theory and Practice" serves as an essential guide for professionals navigating the rapidly evolving landscape of generative artificial intelligence. Recognizing a critical gap between cutting-edge research and practical implementation, this book delivers a comprehensive, practitioner-focused resource. It strategically balances theoretical foundations (30%) covering core architectures like GANs, VAEs, Transformers, and Diffusion models, alongside crucial topics in evaluation and ethics. The dominant focus (70%) is on applied generative AI, detailing industry-specific implementations across healthcare, manufacturing, finance, and media, and providing deep dives into technical workflows including prompt engineering, fine-tuning, RAG architectures, deployment, scaling, and quality assurance. The book culminates by exploring emerging frontiers like autonomous AI systems and personalization engines, offering insights into future trends and operationalization challenges. This book is meticulously designed to empower generative AI professionals with actionable implementation frameworks grounded in solid theoretical principles. By presenting concrete use cases, technical implementation details, and a forward-looking perspective, Sankhala provides readers with the practical skills and strategic understanding necessary to build, deploy, and scale generative AI systems effectively in production environments. It acts as a vital bridge between academic research and real-world application, ensuring professionals are not only aware of the latest advancements but are also equipped to leverage them for tangible impact.

Cutting Edge Generative AI

Vikram Singh Sankhala

English

Cutting Edge Generative AI

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