生成人工智能在行动（最终版本）
Generative AI can transform your business by streamlining the process of creating text, images, and code. This book will show you how to get in on the action!
Generative AI has created new opportunities for organizations of all sizes. You can easily use tools like ChatGPT, Bard, and Stable Diffusion to generate text and images for product catalogs, marketing campaigns, technical reporting, and other common tasks. Coding assistants like Copilot are accelerating productivity in software teams. In this insightful book, author Amit Bahree shares his experience leading Generative AI projects at Microsoft for nearly a decade, starting well before the current GPT revolution.
Inside Generative AI in Action you will find
A practical overview of of generative AI applications Architectural patterns, integration guidance, and best practices for generative AI The latest techniques like RAG, prompt engineering, and multi-modality The challenges and risks of generative AI like hallucinations and jailbreaks How to integrate generative AI into your business and IT strategy
Generative AI in Action stays away from hype and speculation, delivering experience-based advice on how to incorporate AI into your products and processes. You’ll appreciate the relevant use cases that show you how to get started right away, as well as application architectures to deploy GenAI in production at enterprise scale.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the book
Generative AI in Action shows you exactly how to add generative AI tools for text, images, code, and more into your organization’s strategies and projects. The book begins with the fundamentals of generative AI models and architectures, and introduces practical use-cases to create efficient processes for marketing, software development, business report generation, and other practical tasks.
You’ll quickly master best practices for prompt engineering, model fine tuning and evaluation, and explore the emerging architecture patterns that support generative AI in your enterprise workflow. Along the way, you’ll learn important facts about AI safety and ethics, and look ahead to new trends such as explainable AI, transfer learning, and reinforcement learning. With a frank discussion of risks like hallucinations and jailbreaks, Generative AI in Action gives you the insight you need to incorporate these powerful technologies with confidence.
About the reader
For enterprise architects and senior developers interested in upgrading their architectures with generative AI.
About the author
Amit Bahree is a Principal Group TPM at Microsoft, where he is part of the engineering team building the next generation of AI products and services for millions of customers using the Azure AI platform. He is also responsible for custom engineering across the platform with key customers, solving complex enterprise scenarios using all forms of AI, including generative AI.
中文|2024|ISBN:1633436942|466页|True PDF|29.33 MB生成式人工智能可以通过简化创建文本、图像和代码的过程来改变您的业务。这本书将向你展示如何参与行动！ 生成型人工智能为各种规模的组织创造了新的机会。您可以轻松使用ChatGPT、Bard和Stable Diffusion等工具为产品目录、营销活动、技术报告和其他常见任务生成文本和图像。像Copilot这样的编码助手正在加速软件团队的生产力。在这本富有洞察力的书中，作者Amit Bahree分享了他在微软领导生成人工智能项目近十年的经验，这些经验早在当前的GPT革命之前就开始了。 在《Generative AI in Action》中，你会发现 生成人工智能应用的实用概述生成人工智能的架构模式、集成指南和最佳实践RAG、即时工程和多模态等最新技术生成人工智能（如幻觉和越狱）的挑战和风险如何将生成人工智能集成到您的业务和IT战略中 Generative AI in Action远离炒作和猜测，提供基于经验的建议，指导如何将AI融入您的产品和流程中。您将欣赏相关用例，这些用例向您展示了如何立即开始，以及在企业规模的生产中部署GenAI的应用程序架构。 购买纸质书包括曼宁出版公司提供的PDF和ePub格式的免费电子书。 关于本书 《Generative AI in Action》向您展示了如何将文本、图像、代码等生成性AI工具添加到组织的战略和项目中。本书从生成式人工智能模型和架构的基础开始，介绍了创建营销、软件开发、业务报告生成和其他实际任务的高效流程的实际用例。 您将快速掌握快速工程、模型微调和评估的最佳实践，并探索在企业工作流程中支持生成式人工智能的新兴架构模式。在此过程中，您将了解有关人工智能安全和道德的重要事实，并展望可解释人工智能、迁移学习和强化学习等新趋势。通过坦率地讨论幻觉和越狱等风险，Generative AI in Action为您提供了自信地整合这些强大技术所需的洞察力。 关于读者 适用于对使用生成式人工智能升级架构感兴趣的企业架构师和高级开发人员。 关于作者 Amit Bahree是微软的主要团队TPM，他是使用Azure AI平台为数百万客户构建下一代AI产品和服务的工程团队的一员。他还负责与关键客户进行跨平台的定制工程，使用各种形式的人工智能（包括生成式人工智能）解决复杂的企业场景。本站不对文件进行储存，仅提供文件链接，请自行下载，本站不对文件内容负责，请自行判断文件是否安全，如发现文件有侵权行为，请联系管理员删除。
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