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Chris Fregly Antje Barth Shelbee Eigenbrode Generative AI on Aws (Paperback)

Description: Further DetailsTitle: Generative AI on AwsCondition: NewFormat: PaperbackRelease Date: 11/24/2023Subtitle: Building Context-Aware Multimodal Reasoning ApplicationsEAN: 9781098159221ISBN: 9781098159221Publisher: O'Reilly MediaDescription: 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.Apply generative AI to your business use casesDetermine which generative AI models are best suited to your taskPerform prompt engineering and in-context learningFine-tune generative AI models on your datasets with low-rank adaptation (LoRA)Align generative AI models to human values with reinforcement learning from human feedback (RLHF)Augment your model with retrieval-augmented generation (RAG)Explore libraries such as LangChain and ReAct to develop agents and actionsBuild generative AI applications with Amazon BedrockLanguage: EnglishCountry/Region of Manufacture: USItem Height: 233mmItem Length: 178mmAuthor: Chris Fregly, Antje Barth, Shelbee EigenbrodeGenre: Computing & InternetISBN-10: 1098159225Type: AI & Machine LearningRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.

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End Time: 2024-11-11T15:34:48.000Z

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Chris Fregly Antje Barth Shelbee Eigenbrode Generative AI on Aws (Paperback)

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Release Date: 11/24/2023

Release Year: 2023

Book Title: Generative AI on Aws

Title: Generative AI on Aws

Subtitle: Building Context-Aware Multimodal Reasoning Applications

EAN: 9781098159221

ISBN: 9781098159221

Country/Region of Manufacture: US

Genre: Computing & Internet

ISBN-10: 1098159225

Number of Pages: 309 Pages

Language: English

Publication Name: Generative Ai on Aws : Building Context-Aware Multimodal Reasoning Applications

Publisher: O'reilly Media, Incorporated

Publication Year: 2023

Subject: Intelligence (Ai) & Semantics, General, Computer Vision & Pattern Recognition

Item Height: 0.7 in

Type: Textbook

Item Weight: 19 Oz

Item Length: 9.1 in

Subject Area: Mathematics, Computers

Author: Chris Fregly, Shelbee Eigenbrode, Antje Barth

Item Width: 7.2 in

Format: Trade Paperback

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