Azure AI Fundamentals and Machine learning

所在平台: Udemy

课程主页: https://www.udemy.com/course/azure-fundamentals-machine-learning-and-ai-beginners/

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课程名称:Azure AI基础与机器学习 课程概述:本课程旨在为任何希望学习人工智能(AI)和机器学习(ML)的人提供基础知识。课程介绍与人工智能相关的基础概念,以及在Microsoft Azure中可用于创建AI解决方案的服务。课程不旨在培养学生成为专业的数据科学家或软件开发人员,而是提高他们对常见AI工作负载的认识,并能够识别支持这些工作负载的Azure服务。课程采用混合学习体验,结合讲师指导的培训和Microsoft Learn平台上的在线材料。课程中的动手实践基于学习模块,鼓励学生将Learn平台的内容作为参考材料,以巩固课堂所学并深入探讨相关主题。通过实践,您将有机会亲自体验AI的应用,并试用Azure AI服务。 课程内容包括: - 描述人工智能工作负载及其考虑因素。 - 介绍Azure上的机器学习基本原理。 - 描述Azure上的计算机视觉工作负载的特点。 - 描述Azure上的自然语言处理(NLP)工作负载的特点。 - 描述Azure上的对话式AI工作负载的特点。 目标受众:Azure AI基础课程适合任何对人工智能(AI)解决方案及其在Microsoft Azure上创建这些解决方案所需服务感兴趣的人。参加本课程前无需具有使用Microsoft Azure的经验,但假设学员具备一定的计算机技术和互联网的基础知识。课程中涉及的一些概念需要具备基本的数学理解能力,例如解读图表的能力。课程包括动手活动,需要处理数据和运行代码,因此掌握基本编程原则将会有所帮助。

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This course is designed for anyone who wants to learn about artificial intelligence (AI) and MLThis course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.Microsoft Azure that you can use to build AI solutions. The course provides a practical, hands-on approach in which you will get a chance to see AI in action and try Azure AI services for yourself. Describe Artificial Intelligence workloads and considerations.Describe fundamental principles of machine learning on Azure.Describe features of computer vision workloads on Azure.Describe features of Natural Language Processing (NLP) workloads on Azure.Describe features of conversational AI workloads on Azure. Audience ProfileThe Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don't need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.

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