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Generative AI for everyone

[NT 42944] Record Type:	[NT 8598] Electronic resources : [NT 40817] monographic
[NT 47261] Author:	SabesanKarthikeyan,
[NT 47354] Secondary Intellectual Responsibility:	DuttaNilip,
[NT 47354] Secondary Intellectual Responsibility:	Sivagamisundari
[NT 47351] Place of Publication:	Delhi
[NT 47263] Published:	BPB Publications;
[NT 47352] Year of Publication:	2024
[NT 47264] Description:	1 online resource (414 p.)
[NT 51458] Online resource:	https://portal.igpublish.com/iglibrary/search/BPB0000729.html
[NT 47265] Notes:	Includes bibliographical references and index
[NT 51398] Summary:	Access restricted to authorized users and institutions
[NT 50961] ISBN:	9789365892758
[NT 60779] Content Note:	Generative AI for everyone About the Authors About the Reviewers Acknowledgements Preface Table of Contents Chapter 1 AI Fundamentals Chapter 2 GenAI Foundation Chapter 3 GenAI for Images Chapter 4 Transforming Images with GenAI Chapter 5 GenAI for Text Chapter 6 ChatGPT Chapter 7 Large Language Model Frameworks Chapter 8 Large Language Model Operations Chapter 9 Generative AI for the Enterprise Chapter 10 Advances and Sustainability in Generative AI Index

Generative AI for everyone
Sabesan, Karthikeyan

Generative AI for everyone [[electronic resource]] / Karthikeyan Sabesan, Sivagamisundari, Nilip Dutta - Delhi : BPB Publications, 2024. - 1 online resource (414 p.).
Generative AI for everyone.
Includes bibliographical references and indexMode of access: World Wide Web.
ISBN 9789365892758ISBN 9789365897388

Dutta, Nilip

Generative AI for everyone
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200 1 $a Generative AI for everyone $b [electronic resource] $f Karthikeyan Sabesan, Sivagamisundari, Nilip Dutta
210 $a Delhi $c BPB Publications $d 2024
215 1 $a 1 online resource (414 p.)
300 $a Includes bibliographical references and index
300 $a Mode of access: World Wide Web
327 1 $a Generative AI for everyone $a About the Authors $a About the Reviewers $a Acknowledgements $a Preface $a Table of Contents $a Chapter 1 AI Fundamentals $a Chapter 2 GenAI Foundation $a Chapter 3 GenAI for Images $a Chapter 4 Transforming Images with GenAI $a Chapter 5 GenAI for Text $a Chapter 6 ChatGPT $a Chapter 7 Large Language Model Frameworks $a Chapter 8 Large Language Model Operations $a Chapter 9 Generative AI for the Enterprise $a Chapter 10 Advances and Sustainability in Generative AI $a Index
330 $a Access restricted to authorized users and institutions
330 $a Generative AI is revolutionizing the way we interact with technology. Imagine creating hyper-realistic images, composing original music pieces, or generating creative text formats, all with the help of AI. This book provides a comprehensive exploration of generative AI and its transformative impact across various industries. This book begins with the basics of AI, explaining ML and design patterns to build a solid foundation. It delves deeply into generative AI and then progresses through machine learning, deep learning, and essential architectures such as CNNs, GANs, Diffusion, RNNs, LSTMs, and Transformers. It covers practical applications, from regression and classification to advanced use cases such as image generation, editing, document search, content summarization, and question answering. Readers will also learn to build prototypes like a Document Q&A bot, research assistant, and prompt playground, while mastering techniques such as continued pre-training, fine-tuning, model merging, retrieval-augmented generation, and agentic AI. By the end of this book, you will transform from a curious beginner to a confident, generative AI user. You will possess the knowledge and skills to explore its capabilities for creative expression, problem-solving, and even business innovation. You will be able to confidently navigate the world of generative AI, turning your ideas into reality
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700 1 $a Sabesan $b Karthikeyan $3 300886
702 1 $a Dutta $b Nilip $3 300887
702 1 $a Sivagamisundari $3 300888
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