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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/ai-security
课程评论：没有评论
课程名称：人工智能安全 课程概述：无论您是技术领域的从业者希望了解更多关于人工智能的法律方面，还是法律领域的从业者希望掌握人工智能的技术细节，本课程都适合您。通过本课程的学习，您将全面理解人工智能及其应用，以及人工智能可能实现的背景。我们将探讨人工智能类型、机器学习、人工智能开发生命周期、人工智能治理与风险管理、以及当前和新兴的人工智能法律环境。 课程大纲： 1. **人工智能基础** - 描述：人工智能这个术语常常让人联想到科幻小说与电影、好奇甚至恐惧。在这部分课程中，我们将解析人工智能，了解其基本概念及工作原理。我们将使用经合组织框架将其放入背景中，探索其应用方式，探讨人工智能的类型，并解释其技术基础。 2. **构建人工智能** - 描述：开发人工智能系统的要求与其他开发项目有相似之处，但也有许多特有之处。在这一模块中，我们将讨论人工智能如何“学习”，人工智能开发生命周期，以及构建人工智能系统所需的物理条件。 3. **负责任的人工智能** - 描述：作为一项新兴技术，人工智能如何影响个人和社会值得我们深入研究，同时也需要讨论怎样的原则能让我们在最大化人工智能应用利益的同时，最小化可能造成的伤害。在本模块中，我们将探讨人工智能可能造成的各种伤害，以及负责任实施的人工智能系统应具备的特征。 4. **现有与新兴法律** - 描述：当前的人工智能法律环境有些“无序”。技术的发展超越了立法和伦理的讨论，但许多国家正在努力追赶。我们将讨论现有法律如何适用于人工智能，以及全球范围内新兴的立法动向。 5. **人工智能治理与风险管理** - 描述：本模块评估不同的人工智能治理模型，解释适用于人工智能的风险管理概念，确定规划和范围活动，讨论测试在人工智能治理中的作用，并详细描述人工智能系统的不断评估和改进的设计流程。 6. **人工智能安全与隐私** - 描述：在此模块中，我们将识别人工智能独有的安全问题及与人工智能相关的隐私问题。课程最后我们将通过一个总结视频结束整个学习路径。 通过本课程的学习，您将获得关于人工智能的全面知识，帮助您在技术和法律领域的专业发展中更好地理解和应用人工智能。
Name:AI fundamentals
Description:The term "Artificial Intelligence" conjures up images of sci-fi novels & movies, fascination, and even fear. In this course, we'll break down AI and look at the basics of what it actually is, and how it works. We'll put it in context using an OECD framework, look at how it can be used, explore types of AI, and explain the technology behind it.
Name:Building AI
Description:The requirements for developing AI systems have some similarities with other kinds of development projects. But, there are also a number of things unique to this type of development. In this course, we'll cover how AI 'learns," the AI Development Lifecycle, and the physical requirements for building AI system.
Name:Responsible AI
Description:AI is an emerging technology, so it's important to examine how it might impact individuals and society, and to discuss the principles under which we can maximize the benefits of it while minimizing harm. In this course, we'll take a look at the various harms AI could cause, and just as important, we'll examine the characteristics of responsibly implemented AI systems.
Name:Existing & Emerging Laws
Description:The legal landscape around AI is a bit "Wild West" at the moment. The technology has outpaced legislation, and ethics discussions, but many countries are working on catching up. We'll talk about how existing laws apply to AI, and about emerging legislation across the globe.
Name:AI Governance & Risk Management
Description:This module evaluates different AI governance models, explains risk management concepts as applied to AI, identifies planning and scoping activities, discusses the role of testing in AI governance, and details design processes for continual evaluation and improvement of an AI system.
Name:AI Security & Privacy
Description:In this module, we'll identify security issues unique to AI and privacy issues related to AI. We'll finish out the course and path with a final video wrap up.
Whether you're in a technical role wanting to learn more about the legal aspects of AI, or in a legal role wanting to learn more about the technical aspects of AI, this course is for you. By the end of the course, you will have a thorough understanding of AI, it's uses, and the contexts in which it will likely be implemented. We'll explore types of AI, machine learning, the AI development lifecycle, AI governance & risk management, the current and emerging legal landscape surrounding AI, as well
