Generative AI for Enterprises: Essential insights for decision makers (English Edition)
Anand, Vishal
- 出版商: BPB Publications
- 出版日期: 2024-07-26
- 售價: $1,250
- 貴賓價: 9.5 折 $1,188
- 語言: 英文
- 頁數: 236
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9355516975
- ISBN-13: 9789355516978
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相關分類:
Maker、人工智慧
海外代購書籍(需單獨結帳)
商品描述
DESCRIPTION
Generative AI can streamline technical and business processes, increase efficiency, and free up your resources' time to focus on more strategic initiatives. This book takes the readers through a series of steps to deepen their understanding of the forces that shape an organization's implementation of Generative AI at scale and successfully dealing with them.
This book starts with GenAI potential uses, challenges and enterprise deployment strategies. You will learn to scale GenAI models along with LLMOps, choose the right LLM, and use prompt engineering and fine-tuning to customize the outputs. This book introduces a GenAI operating system as well as an orchestration platform for workflow automation. It discusses ethical considerations, designing a target operating model, cost optimization, Retrieval-augmented Generation (RAG), Model as a Service (MaaS), and Confidential AI. Finally, it explores the future of multi-modal AI assistants in enterprises.
This book makes it easier for readers to debunk myths, and address fallacies and common misconceptions that could harm organizational investment and reputation. There are also practical and enterprise class scenarios and information that could help in improving implementations, within your organization, enabling you to achieve success beyond scaling challenges.
WHAT YOU WILL LEARN
● Strategies for scaling GenAI models and discovering LLMOps for managing them.
● How to leverage GenAI to streamline enterprise class processes, boost efficiency, and explore new possibilities.
● Implementations in the enterprise class deployments, addressing potential issues and connecting with enablers and accurate growth strategy and execution principles.
WHO THIS BOOK IS FOR
This book is for decision makers like CIOs, CTOs, CAIOs, Enterprise Architects, Chief Engineers, and anyone who wishes to learn how to have a rewarding implementation of Generative AI for their organizations and clients.
商品描述(中文翻譯)
**書籍描述**
生成式人工智慧（Generative AI）可以簡化技術和商業流程，提高效率，並釋放資源的時間以專注於更具戰略性的計畫。本書引導讀者通過一系列步驟，加深對影響組織大規模實施生成式人工智慧的力量的理解，並成功應對這些挑戰。
本書首先探討生成式人工智慧的潛在應用、挑戰和企業部署策略。您將學習如何擴展生成式人工智慧模型及其 LLMOps，選擇合適的 LLM，並使用提示工程和微調來自定義輸出。本書介紹了一個生成式人工智慧操作系統以及一個用於工作流程自動化的協調平台。它討論了倫理考量、設計目標操作模型、成本優化、檢索增強生成（Retrieval-augmented Generation, RAG）、服務模型（Model as a Service, MaaS）和保密人工智慧（Confidential AI）。最後，它探討了多模態人工智慧助手在企業中的未來。
本書使讀者更容易揭穿神話，解決可能損害組織投資和聲譽的謬誤和常見誤解。書中還提供了實用的企業級場景和資訊，幫助改善您組織內的實施，使您能夠在擴展挑戰之外取得成功。
**您將學到的內容**
- 擴展生成式人工智慧模型的策略，並發現管理它們的 LLMOps。
- 如何利用生成式人工智慧簡化企業級流程，提高效率，並探索新可能性。
- 在企業級部署中的實施，解決潛在問題，並與促進者和準確的增長策略及執行原則建立聯繫。
**本書適合誰**
本書適合決策者，如首席資訊官（CIO）、首席技術官（CTO）、首席人工智慧官（CAIO）、企業架構師、首席工程師，以及任何希望學習如何為其組織和客戶成功實施生成式人工智慧的人士。
