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Generative AI for Everyone
- Deep learning, NLP, and LLMs for creative and practical applications
Engelsk
Bogcover for Generative AI for Everyone af Nilip Dutta, Karthikeyan Sabesan, 9789365897388
Specifikationer
Sprog:
Engelsk
Sider:
414
ISBN-13:
9789365897388
Indbinding:
Paperback
ISBN-10:
9365897386
Kategori:
Udg. Dato:
27 sep 2024
Størrelse i cm:
19,2 x 23,9 x 2,2
Oplagsdato:
27 sep 2024

Generative AI for Everyone

- Deep learning, NLP, and LLMs for creative and practical applications
Engelsk
Paperback 2024
Format:

Bog beskrivelse
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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Specifikationer
Sprog:
Engelsk
Sider:
414
ISBN-13:
9789365897388
Indbinding:
Paperback
ISBN-10:
9365897386
Kategori:
Udg. Dato:
27 sep 2024
Størrelse i cm:
19,2 x 23,9 x 2,2
Oplagsdato:
27 sep 2024
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