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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-agents-beginner-to-pro-with-azure-ai-agent-service/
课程评论：没有评论
**课程名称：** AI Agents - 从入门到精通 - Azure AI Foundry Agent Service **课程概述：** 本课程旨在帮助您从零基础到精通掌握AI代理（AI Agents）的应用，并通过Azure AI Agent Service进行实践。在当今快速发展的时代，企业和开发者若不拥抱AI自动化，就有可能落后。为了避免错失良机，保持领先至关重要。本课程将为您提供构建和部署AI代理所需的知识和技能，让您在竞争中脱颖而出。无论您是AI新手还是希望深化理解，本课程都将为您提供Azure AI生态系统的实操经验。 不要让恐惧、不确定和怀疑阻碍您在实际应用中利用AI代理。通过循序渐进的指导、演示和真实用例，您将学习AI代理的工作原理，如何将其集成到Azure AI Foundry，以及如何利用各种Action和Knowledge工具。课程结束后，您将熟练掌握Function Calling、Code Interpreter、Bing Search和Azure AI Search，从而能够构建智能、可扩展且自动化的解决方案。 **课程内容：** **第一部分：AI代理入门** * AI代理简介 * 什么是Agentic AI？ * AI代理演示 * AI代理是什么？ * AI代理如何工作？ * AI代理的现实世界用例 **第二部分：Azure AI Foundry基础（零基础）** * Azure AI Foundry简介 * Azure AI Foundry是什么？ * Azure AI Foundry架构 * Projects vs Hubs * 与Azure OpenAI Service的区别 * 导航Azure AI Foundry门户 * Azure OpenAI (含/不含Project) 的关键区别 * 创建Hub & Project演示 * 模型基准测试 * 通过Foundry访问Playgrounds * 管理中心 **第三部分： Assistants API - 快速回顾** * 建议 * Assistants API简介 * Assistants API是什么？ * Assistants API组件/关键术语 * Assistants API架构 * 什么是Function Calling？ * Python代码Function Calling多项演示 **第四部分：Azure AI Agent Service** * Azure AI Agent Service简介 * Azure AI Agent Service是什么？ * Azure AI Agent Service架构 * Assistants API vs Azure AI Agent Service * 模型、区域支持、定价与实操演示 **第五部分：理解Azure SDK for Python** * Azure SDK for Python简介 * 设置、示例代码和使用SDK创建Agent **第六部分：Azure AI Agent Service Action Tools - Function Calling** * Action Tools - Function Calling * Function Calling的工作流程与实现 **第七部分：Azure AI Agent Service Action Tools - Code Interpreter** * Code Interpreter * 理解和实现Code Interpreter
AI Agents - Beginner to Pro using Azure AI Agent ServiceUnlock the power of AI agents with this comprehensive course designed to take you from a beginner to a pro using Azure AI Agent Service. In today's fast-paced world, businesses and developers risk falling behind if they don't harness AI automation. Fear of missing out drives the need to stay ahead, and this course ensures you're equipped with the knowledge and skills to build and deploy AI agents efficiently. Whether you are new to AI or looking to deepen your understanding, this course provides hands-on experience with Azure's AI ecosystem, giving you the edge you need to stay competitive.Don't let fear, uncertainty, and doubt hold you back from leveraging AI agents in real-world applications. With step-by-step guidance, demos, and real-world use cases, you'll learn how AI agents work, how to integrate them with Azure AI Foundry, and how to utilize various Action and Knowledge tools. By the end of this course, you will have mastered function calling, code interpreter, Bing search, and Azure AI Search, empowering you to build intelligent, scalable, and automated solutions.Course ContentsSection 1: Intro to AI AgentsLecture 1: Title Intro (Preview enabled)Lecture 2: Introduction to AI AgentsLecture 3: What is Agentic AI?Lecture 4: Demo: AI Agents (Preview enabled)Lecture 5: What are AI Agents?Lecture 6: How an AI Agent Works?Lecture 7: Use Cases of AI Agents in the Real WorldSection 2: Azure AI Foundry Basics (For Absolute Beginners)Lecture 8: Title Intro - Azure AI FoundryLecture 9: Introduction to Azure AI FoundryLecture 10: What is Azure AI Foundry?Lecture 11: Architecture of Azure AI FoundryLecture 12: Projects vs HubsLecture 13: How It Differs from Azure OpenAI ServiceLecture 14: Navigating the Azure AI Foundry PortalLecture 15: Key Difference - Azure OpenAI With & Without ProjectLecture 16: Demo: Create a Hub & ProjectLecture 17: Model BenchmarksLecture 18: Access Playgrounds via FoundryLecture 19: Management CentreSection 3: Assistants API - A RefresherLecture 20: AdviceLecture 21: Title Intro - Assistants APILecture 22: Introduction to Assistants APILecture 23: What is Assistants API?Lecture 24: Assistants API Components / Key TermsLecture 25: Assistants API ArchitectureLecture 26: What is Function Calling?Lecture 27-35: Multiple Demo Sessions on Function Calling with Python CodeSection 4: Azure AI Agent ServiceLecture 36: Title - Azure AI Agent ServiceLecture 37: Introduction to Azure AI Agent ServiceLecture 38: What is Azure AI Agent Service?Lecture 39: Architecture of Azure AI Agent ServiceLecture 40: Assistants API Vs Azure AI Agent ServiceLecture 41-47: Model, Region Support, Pricing & Hands-on DemosSection 5: Understanding Azure SDK for PythonLecture 48: Title - Azure SDK for PythonLecture 49: Introduction to Azure SDK for PythonLecture 50-55: Setup, Sample Code, and Agent Creation with SDKSection 6: Azure AI Agent Service Action Tools - Function CallingLecture 56: Title - Action Tools - Function CallingLecture 57-63: Workflow & Implementation of Function Calling with Azure AI AgentSection 7: Azure AI Agent Service Action Tools - Code InterpreterLecture 64: Title - Code InterpreterLecture 65-73: Understanding and Implementing Code Interpreter for AI AgentsSection 8: Azure AI Agent Service Knowledge Tools - Bing SearchLecture 74: Title - Knowledge Tools - Bing SearchLecture 75-81: Hands-on Implementation of Bing Search in AI AgentsSection 9: Azure AI Agent Knowledge Tools - File SearchLecture 82: Title - Knowledge Tools - File SearchLecture 83-91: File Search Setup, Implementation, and Query ProcessingSection 10: Azure AI Agent Knowledge Tools - Azure AI SearchLecture 92: Title - Knowledge Tools - Azure AI SearchLecture 93-107: Hands-on Implementation of Azure AI Search with Agents & Python Code
