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所在平台: Udemy |
课程主页: https://www.udemy.com/course/productionize-azure-ai-foundry-agents-with-api-management/
课程评论：没有评论
课程名称：通过API管理将Azure AI Foundry代理生产化 课程概述：欢迎参加《通过API管理将Azure AI Foundry代理生产化》课程！这是一个动手实践的终极课程，旨在使用Azure OpenAI、Azure AI Foundry和Azure API管理(APIM)部署企业级的生成式人工智能服务。无论您是在处理提示流、定制微调模型，还是构建全面的AI代理，本课程将教您如何将原型转变为生产级API，涵盖身份验证、速率限制、缓存、日志记录和蓝绿部署等方面。 您将学习到： - 设计可扩展的AI工作流，使用Azure AI Studio和Foundry - 利用Azure API Management安全地暴露LLM端点 - 实施负载均衡、版本控制和配额管理 - 添加语义缓存以实现更快、更经济的推断 - 使用Azure Monitor和APIM分析监控使用情况 - 采用蓝绿部署策略安全发布更新 完成课程后，您不仅将理解如何构建智能解决方案，还能够基于Azure原生最佳实践在跨团队或客户中大规模提供这些解决方案。本课程非常适合云开发者、AI工程师、DevOps专业人士和解决方案架构师，尤其是那些希望将AI产品化并应用于实际基础设施模式的人士。如果您希望将工作中的生成式AI原型提升为高度可用、安全且可盈利的AI服务，这个课程非常适合您。如果您热爱云计算、生成式AI，并且喜欢创造能够在大规模下实际运行的产品，您来对地方了。准备好吧，我们刚刚开始！在课程中见！
Welcome to Productionize Azure AI Foundry Agents with API Management - the ultimate hands-on course for deploying enterprise-ready GenAI services using Azure OpenAI, Azure AI Foundry, and Azure API Management (APIM).Whether you're working with prompt flows, custom fine-tuned models, or building full-fledged AI agents, this course teaches you how to go from prototype to production-grade APIs - complete with authentication, rate limiting, caching, logging, and blue-green deployments.You'll learn to:Design scalable AI workflows using Azure AI Studio and FoundryUse Azure API Management to securely expose LLM endpointsImplement load balancing, versioning, and quota enforcementAdd semantic caching for faster and cheaper inferencingMonitor usage with Azure Monitor and APIM analyticsSafely release updates using blue-green deployment strategiesBy the end, you'll not only understand how to build intelligent solutions - you'll be able to serve them at scale across teams or customers using Azure-native best practices.This course is ideal for cloud developers, AI engineers, DevOps professionals, and solution architects who want to productize AI with real-world infrastructure patterns.If you're looking to level up from a working GenAI prototype to a highly available, secure, and monetizable AI service, this course is for you. If you love the cloud, if you love GenAI, and if you love making things that actually work at scale - you're in the right place.So gear up.we're just getting started. See you inside!
