Generative AI on AWS

Released on by Chris Fregly
preview-18

  • Generative AI on AWS Book Detail

  • Author : Chris Fregly
  • Release Date : 2023-11-13
  • Publisher : "O'Reilly Media, Inc."
  • Genre : Computers
  • Pages : 312
  • ISBN 13 : 1098159195
  • File Size : 7,7 MB
DOWNLOAD BOOK

Generative AI on AWS by Chris Fregly PDF Summary

Book Description: 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 cases Determine which generative AI models are best suited to your task Perform prompt engineering and in-context learning Fine-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 actions Build generative AI applications with Amazon Bedrock

Disclaimer: www.yourbookbest.com does not own Generative AI on AWS books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Generative AI on AWS

Generative AI on AWS

File Size : 76,76 MB
Total View : 5093 Views
DOWNLOAD

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 th

Generative AI with Amazon Bedrock

Generative AI with Amazon Bedrock

File Size : 22,22 MB
Total View : 1248 Views
DOWNLOAD

Become proficient in Amazon Bedrock by taking a hands-on approach to building and scaling generative AI solutions that are robust, secure, and compliant with et