Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)
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.
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Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)
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.
39.95 Out Of Stock
Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)

Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)

by Karthikeyan Sabesan, Nilip Dutta
Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)

Generative AI for Everyone: Deep learning, NLP, and LLMs for creative and practical applications (English Edition)

by Karthikeyan Sabesan, Nilip Dutta

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$39.95 
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Overview

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.

Product Details

ISBN-13: 9789365897388
Publisher: Bpb Publications
Publication date: 01/25/2025
Pages: 414
Product dimensions: 7.50(w) x 9.25(h) x 0.85(d)

About the Author

Karthikeyan Sabesan is a business consultant and innovation enthusiast with over 17 years of experience across various roles, including project management, business development, strategy consulting, sales, and leading a Center of Excellence.

Nilip Dutta is a seasoned technology professional with over 19 years of leadership experience, specializing in delivering cutting-edge solutions for clients ranging from small businesses to large enterprises.
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