Generative AI on AWS: Building Context-Aware Multimodal Reasoning Applications, 1st Edition eBook

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. Companies today are moving rapidly to integrate generative AI into their products and services.

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About this eTextbook

. Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology.

With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images.

ISBNs for Generative AI on AWS are 9781098159184, 1098159187 and the print ISBNs are 9781098159221, 1098159225. Additional ISBNs include 9781098159191.

Publication details

Author: Chris Fregly; Antje Barth; Shelbee Eigenbrode
Publisher: O'Reilly Media

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About this eTextbook

. Companies today are moving rapidly to integrate generative AI into their products and services. But there’s a great deal of hype (and misunderstanding) about the impact and promise of this technology.

With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You’ll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you’ll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images.

ISBNs for Generative AI on AWS are 9781098159184, 1098159187 and the print ISBNs are 9781098159221, 1098159225. Additional ISBNs include 9781098159191.

Publication details

Author: Chris Fregly; Antje Barth; Shelbee Eigenbrode
Publisher: O’Reilly Media

What you receive

A licensed digital edition of this title, supplied as PDF or EPUB. The format is set by the publisher, so email us the ISBN before ordering and we will confirm which one it is.
Delivered to the email address on your order as a secure download link, usually within minutes and always within 24 hours of payment.
Download links do not expire and there is no cap on re-downloads. Readable on any computer, tablet or phone, online or offline.
This is a digital edition. Nothing is printed, packed or posted, and there is no delivery charge.