Artificial Intelligence on Microsoft Azure

所在平台: Coursera

课程主页: https://www.coursera.org/learn/artificial-intelligence-microsoft-azure

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课程简介

课程名称:在Microsoft Azure上进行人工智能 课程概述:本课程适合那些初涉人工智能(AI)或者已有AI经验但对Microsoft Azure不熟悉的学习者。人工智能能够赋予我们惊人的新解决方案和体验,而Microsoft Azure则提供了易于使用的服务,帮助我们构建曾一度看似科幻的解决方案,推动在医疗保健、金融管理、环保等领域的巨大进步,为每个人创造一个更美好的世界。 在本课程中,您将学习机器学习、异常检测、计算机视觉、自然语言处理和对话式AI等关键AI概念。您将了解AI的多种应用,并探讨负责任的AI原则,帮助您理解开发者在创建伦理AI解决方案时面临的一些挑战。 本课程将帮助您为AI-900考试准备,这是一个五门课程项目的第一门,旨在帮助您参加AI-900认证考试。课程教授的核心概念和技能将在AI基础考试领域进行评估。此初学者课程适合刚开始使用Microsoft Azure的IT人员,帮助他们了解Azure的产品并获得实践经验。Microsoft Azure AI基础课程也可用于准备其他基于Azure的角色认证,如Microsoft Azure数据科学家助理或Microsoft Azure AI工程师助理,但并不是它们的先决条件。 本课程面向技术和非技术背景的候选人。虽然不需要数据科学和软件工程的经验,但一些编程知识或经验会有所帮助。要成功完成本课程,您需要具备基本的计算机素养和英语水平,并对基本计算机概念、科技概念,包括机器学习和人工智能的基本概念有一定了解。 课程大纲: - 名称:人工智能工作负载与考量 - 描述:人工智能赋予我们强大的解决方案和体验,Microsoft Azure提供了易于使用的服务来帮助您入门。在这个模块中,您将了解人工智能如何帮助创建解决许多问题的强大解决方案。AI系统可以展现出人类特征,以分析周围世界、进行预测或推断,并以我们曾想象不到的方式做出反应。 此外,您将看到这些力量也伴随着责任。作为AI解决方案的开发者,我们必须应用原则,确保每个人都能从AI中受益,而不伤害任何个人或社会的某一部分。

课程大纲

Name:Artificial Intelligence workloads and considerations

Description:Artificial Intelligence (AI) empowers amazing new solutions and experiences, and Microsoft Azure provides easy-to-use services to help you get started. In this module, you will see how Artificial Intelligence enables the creation of powerful solutions to many kinds of problems. AI systems can exhibit human characteristics to analyze the world around them, make predictions or inferences, and act on them in ways that we could only imagine a short time ago. You will also see how with this power, comes responsibility. As developers of AI solutions, we must apply principles that ensure that everyone benefits from AI without disadvantaging any individual or section of society.

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课程详情

Whether you're just beginning to work with Artificial Intelligence (AI) or you already have AI experience and are new to Microsoft Azure, this course provides you with everything you need to get started. Artificial Intelligence (AI) empowers amazing new solutions and experiences; and Microsoft Azure provides easy to use services to help you build solutions that seemed like science fiction a short time ago; enabling incredible advances in health care, financial management, environmental protection, and other areas to make a better world for everyone. In this course, you will learn the key AI concepts of machine learning, anomaly detection, computer vision, natural language processing, and conversational AI. You’ll see some of the ways that AI can be used and explore the principles of responsible AI that can help you understand some of the challenges facing developers as they try to create ethical AI solutions. This course will help you prepare for Exam AI-900: Microsoft Azure AI Fundamentals. This is the first course in a five-course program that prepares you to take the AI-900 certification exam. This course teaches you the core concepts and skills that are assessed in the AI fundamentals exam domains. This beginner course is suitable for IT personnel who are just beginning to work with Microsoft Azure and want to learn about Microsoft Azure offerings and get hands-on experience with the product. Microsoft Azure AI Fundamentals can be used to prepare for other Azure role-based certifications like Microsoft Azure Data Scientist Associate or Microsoft Azure AI Engineer Associate, but it is not a prerequisite for any of them. This course is intended for candidates with both technical and non-technical backgrounds. Data science and software engineering experience is not required; however, some general programming knowledge or experience would be beneficial. To be successful in this course, you need to have basic computer literacy and proficiency in the English language. You should be familiar with basic computing concepts and terminology, general technology concepts, including concepts of machine learning and artificial intelligence.

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