Mastering API Management for Generative AI in Azure

所在平台: Udemy

课程主页: https://www.udemy.com/course/azure-api-management-for-generative-ai/

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课程简介

课程名称:掌握 Azure 中生成性 AI 的 API 管理 课程概述:本课程“掌握 Azure 中生成性 AI 的 API 管理”旨在帮助企业应用程序充分利用大型语言模型(LLMs),如 OpenAI。课程专为 API 开发人员、云解决方案架构师、AI 从业者、IT 安全专业人员和技术经理设计,旨在将先进的 AI 能力集成到工作流程中,利用 Azure API 管理。 在这门课程中,您将了解生成性 AI 的基础知识及其与 Azure API 管理的整合。课程开始时将介绍生成性 AI 在 Azure 生态系统中的关键特性与能力。随后,深入探讨高级 API 管理技术,包括负载均衡、身份验证、语义缓存、日志记录、指标、令牌限流以及重试和电路断路器模式。 本课程的一大亮点是对安全性的强调。您将学习如何实现私有端点来保护 API 端点,从而为企业应用程序提供强有力的保护。我们的实践模块将指导您完成实际实现,帮助您在现实场景中应用这些技能。 完成本课程后,您将全面掌握如何在 Azure API 管理下优化和保护 LLM 模型,并掌握企业集成的最佳实践,使您能够利用生成性 AI 的力量推动组织的创新与效率。 加入我们,改造您在云中管理和保护 AI 应用程序的方式。立即注册,迈出掌握 Azure 中生成性 AI API 管理的第一步!

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课程详情

Unlock the full potential of Large Language Models (LLMs) like OpenAI in your enterprise applications with our comprehensive course, "Mastering API Management for Generative AI in Azure." This course is meticulously designed for API developers, cloud solution architects, AI practitioners, IT security professionals, and technical managers who are eager to integrate advanced AI capabilities into their workflows using Azure API Management.Throughout this course, you will embark on a journey to understand the fundamentals of Generative AI and its integration with Azure API Management. We begin with a general introduction to the key features and capabilities of Generative AI within the Azure ecosystem. From there, we delve into advanced API management techniques, including load balancing, authentication, semantic caching, logging, metrics, token throttling, and retry and circuit breaker patterns.One of the standout features of this course is the emphasis on security. You will learn how to implement private endpoints to secure your API endpoints, ensuring robust protection for your enterprise applications. Our hands-on modules will guide you through practical implementations, providing you with the skills and confidence to apply these techniques in real-world scenarios.By the end of this course, you will have a solid understanding of how to optimize and secure LLM models using Azure API Management. You will be equipped with best practices for enterprise integration, enabling you to leverage the power of Generative AI to drive innovation and efficiency in your organization.Join us on this exciting journey and transform the way you manage and secure AI applications in the cloud. Enroll now and take the first step towards mastering API management for Generative AI in Azure!

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