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所在平台: Udemy |
课程主页: https://www.udemy.com/course/develop-generative-ai-apps-in-azure-ai-foundry/
课程评论：没有评论
**课程名称：** Azure AI Foundry: Prompt Flow, 微调 GPT4-o, RAG, LLMOps **课程概述：** 本课程旨在帮助开发者、数据科学家和AI爱好者掌握Azure AI Foundry，释放生成式AI的强大潜力。无论您是AI新手还是希望扩展Microsoft AI技术栈的技能，本课程都将为您提供构建和部署生产级GenAI应用的实用知识和工具。 您将从学习规划和设置Azure AI开发环境开始，然后学习如何从Azure丰富的模型目录中选择、部署和定制语言模型。通过指导性实验和真实世界案例，您将学会使用Azure AI Foundry SDK构建应用，利用Prompt Flow设计对话流程，并通过检索增强生成(RAG)技术整合您自己的数据。 课程还涵盖了高级主题，如语言模型的微调、负责任AI实践的实施，以及如何使用Azure AI Studio内置工具评估应用的性能。 **学习目标：** 课程结束后，您将能够自信地设计、构建、测试和优化可靠、可扩展且符合道德规范的生成式AI应用。 **先决条件：** 无需先前的机器学习经验，只需掌握Python基础知识并对创新充满热情。 **立即开始，用Azure构建AI的未来！**
Unlock the power of Generative AI with Azure AI Foundry in this hands-on, end-to-end course designed for developers, data scientists, and AI enthusiasts. Whether you're new to AI or looking to expand your skills with Microsoft's AI stack, this course equips you with practical knowledge and tools to build and deploy production-ready GenAI applications.You'll start by learning how to plan and set up your Azure environment for AI development, then move on to selecting, deploying, and customizing language models from Azure's rich model catalog. Through guided labs and real-world examples, you'll use the Azure AI Foundry SDK to build apps, leverage prompt flow for designing conversational flows, and integrate your own data using Retrieval-Augmented Generation (RAG) techniques.The course also covers advanced topics such as fine-tuning language models, implementing responsible AI practices, and evaluating the performance of your applications using built-in tools in the Azure AI Studio.By the end of the course, you'll be able to confidently design, build, test, and optimize generative AI applications that are reliable, scalable, and ethically sound. No prior machine learning experience is required-just a working knowledge of Python and a passion for innovation.Start building the future of AI with Azure today!
