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所在平台: Udemy |
课程主页: https://www.udemy.com/course/azure-ai-studio/
课程评论:没有评论
课程名称:Azure AI Studio - Azure AI Studio Copilot 完整指南 课程概述: 在全球知名的技术发展中,您可能听说过 ChatGPT 和 Microsoft 365 Copilot,但您是否了解到可以通过 Azure AI Studio 创建您自己的智能 AI 解决方案?该课程将教授您如何利用 Azure AI Studio 构建强大的 AI 应用程序、助手、工作流程等。Azure AI Studio 提供一系列先进的 AI 模型和服务,包括大语言模型(LLMs)、视觉、语音和文档智能等。 课程内容: 本课程为您提供超过 7 小时的教学视频,全面涵盖 Azure AI Studio 的每个方面。学习如何利用 Azure 的 AI 服务创建智能应用程序,处理自然语言,分析图像,并开发针对特定需求的自定义 AI 和生成式 AI 解决方案。课程将指导您构建完整的 AI 应用程序和工作流程,包括从收据中提取和保存文本的应用程序,以及为公司研究提供辅助功能的工作流程。 您将学习到的内容包括: - 创建复杂的 AI 应用程序和助手,满足特定业务需求 - 整合您的知识库,使用 RAG 将数据如 PDF、TXT、Excel 文件等整合到 AI 模型中 - 使用 Python 和 API 添加自定义功能,扩展 AI 解决方案的能力 - 无缝集成多种 AI 模型,创建强大的多功能应用 - 添加 AI 服务,为应用程序增加多模态功能,如视觉、语音和文档智能 - 从概念到部署,构建完整的 AI 应用,涵盖 AI 应用构建生命周期的所有方面 选择本课程的理由: - 完整指南:这是 100% 从零到英雄的 Azure AI Studio 指导,没有其他课程能够提供如此全面的内容。 - 结构化学习:课程根据每个功能的深入讲解和实际应用设计,帮助您更好地理解和掌握知识。 - 实际操作:通过案例应用重要概念,进行真实示例的整合与应用。 - 简单易懂:逐步讲解每一个概念,提高您的学习效率。 - 教师支持:如有任何问题,教师将始终为您提供帮助。 课程大纲包括: - 课程介绍:了解课程目标和学习规划 - 环境设置:建立 Azure 环境和 AI 项目 - 模型部署:从市场部署 LLM 模型 - 聊天操练场:集成 LLM ,添加自定义指令 - 数据和索引:通过 RAG 将数据整合到 AI 应用中 - 提示流构建:整合多种功能于一个工作流程 - AI 服务:添加视角、语音和文档智能,实现多模态性 - 部署与监控:将 AI 部署到终端并通过 Teams 等工具进行消费 - 全面 AI 应用开发与结业与证书:完成课程后,获得在线认证并了解下一步行动 如果您想学习如何使用 Azure AI Studio 构建出色的 AI 应用、解决方案、助手和工作流程,这门课程正是为您量身定制的。期待与您在课程中相见,并希望您能顺利获得证书!
You've likely heard about ChatGPT and Microsoft 365 Copilot. But did you know that you can create your own sophisticated AI solutions through Azure AI Studio? With Azure AI Studio, you can build your own AI-powered applications, copilots, workflows, and more. These apps can be trained on your knowledge base and perform complex tasks on your behalf. Think of Azure AI Studio like Copilot Studio, but on beast mode. Azure AI Studio gives you access to a collection of advanced AI models (LLMs, vision, speech, document intelligence, and much more). It's a robust platform to build sophisticated AI applications and copilots.This course is all about teaching you to become an expert in Azure AI Studio. Learn from more than 7 hours of relevant instructional video content, with the only course that will teach you how to build AI apps and copilots with Azure AI Studio.What is Azure AI Studio?Azure AI Studio is Microsoft's end-to-end platform for building and deploying AI solutions in the cloud. It provides a unified environment where data scientists, developers, and business professionals can collaborate to create AI-powered applications using drag-and-drop interfaces, automated machine learning, and advanced AI services.What can you do in Azure AI Studio?Azure AI Studio is comprised of two things:A library of AI models and services: Azure AI Studio contains a marketplace of LLMs, from OpenAI to Meta to open source models. It also contains APIs for advanced AI services, like vision, speech, and document intelligence (i.e., reading receipts). A platform to build AI apps: Azure AI studio has everything you need to build the most sophisticated AI apps and solutions, like orchestrations, endpoints, custom functions, data indexing, and more.What is this course all about?This comprehensive course teaches you how to leverage Azure AI Studio to build, deploy, and manage AI solutions at scale. You'll learn how to harness the power of Azure's AI services to create intelligent applications, process natural language, analyze images, and develop custom AI and Generative AI focused solutions. We cover every aspect of Azure AI Studio, including AI models, AI services, deployments, prompt flows, data indexing (RAG), and more. The goal of this course is to make you a master at Azure AI Studio.You will create sophisticated AI apps and workflows in this course including apps that extract and save text from receipts, and a workflow that does company research for you.What will you learn?Build sophisticated AI apps, copilots, and solutions: Create advanced AI-powered assistants and applications tailored to specific business needsIntegrate your own knowledge: Learn how to incorporate your unique data in the form of PDFs, TXTs, Excel files, and more into AI models using in-built RAGAdd custom functions with Python and APIs: Extend the capabilities of your AI solutions with custom code and third-party integrations, fully integrated in Azure AI StudioIntegrate AI models: Seamlessly combine various AI models to create powerful, multi-functional applicationsAdd in AI services to make your app multimodal: Enhance your applications with vision, speech, language capabilities, and document intelligence for a rich user experienceBuild full end-to-end AI apps: Develop complete AI applications from concept to deployment, covering all aspects of the AI app build lifecycleProductivity superstar - Building AI apps is a productivity game changer, as it enables you to automate workflows or build personalized copilots that can leverage Generative AI to recall knowledge, call actions, perform research, and so much moreWhy choose this course?Complete guide - this is the 100% start to finish, zero to hero, basic to advanced guide on Azure AI Studio. There is no other course like it that teaches you everything from start to finish. It contains over 7 hours of instructional content!Structured to succeed - this course is structured to help you succeed. We go through two each feature in-depth and then apply it to build our own AI apps, that leverage data, AI services like document intelligence, and much moreFully instructional - we not only go through important concepts, but also apply them as we are building our application so that we can solidify them. This is not only a walkthrough of the all the features and theoretical concepts, but a course that actually uses real-life examples and integrates workflows with youStep by step - we go through every single concept one-by-one. This improves your probabilities of learning Azure AI Studio rather than going haphazardly through each featureTeacher response - if there's anything else you would like to learn, or if there's something you cannot figure out, I'm here for you! Look at the ways to reach out videoCourse overviewIntroduction - learn what this course is about, the roadmap, and how to succeedEnvironment Setup - set up your Azure environment, with an AI Studio Hub and an AI ProjectModel Deployment - deploy LLMs, from OpenAI, to Meta, to open-sourced models from Microsoft's marketplaceChat Playground - integrate LLMs into chat playground, add custom instructions, and deploy them as apps and endpointsData and Indexing (RAG) - add data and knowledge into your AI apps through retrieval augmented generation (RAG)Prompt Flow Builder - orchestrate LLMs, data indexing, custom function, and more together into one workflowAI Services (Multimodal) - add AI services, like vision, speech, and document intelligenceDeploy and Monitor - deploy your AI to an endpoint and consume it via Teams, Power Automate, and moreFull Complete AI Apps - build full end-to-end AI copilots and apps Conclusion and Certificate - earn your online certification, and read about next stepsIf you want to learn how to build awesome AI apps, solutions, copilots, and workflows using Azure AI Studio, then this is the course for you. We're looking forward to having you in the course and hope you earn the certificate.