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所在平台: Udemy |
课程主页: https://www.udemy.com/course/ai-ethics-by-design/
课程评论：没有评论
AI伦理设计课程概述 本课程由Muthu Ramachandran教授主讲，旨在帮助学习者理解人工智能（AI）领域的伦理问题，并学习如何将伦理原则融入AI系统的设计、开发和测试阶段。 **课程主要内容：** * **第一课：AI、伦理、AI伦理与AI伦理设计导论** * 介绍AI技术及其快速发展带来的争议。 * 探讨在追求先进AI模型过程中，伦理可能被忽视的风险，例如不公平和偏见可能导致用户抵制和应用失效。 * 强调在AI模型发布前和设计之初就考虑伦理的重要性，以避免潜在问题。 * **第二课：AI需求工程中的伦理考量** * 讲解在AI系统需求收集和定义阶段需要考虑的伦理因素。 * **第三课：AI系统的伦理设计、开发与测试** * 深入探讨如何在AI系统的整个生命周期中，从设计到开发再到测试，实施伦理原则。 * **第四课：未来方向与新兴的伦理挑战** * 展望AI伦理领域的未来发展趋势，以及即将面临的新挑战。 **课程形式：** 每节课包括视频讲解和课后选择题，用于巩固和检验学习效果。 *免责声明：本课程使用AI文本转语音软件，课程文本由Muthu Ramachandran教授撰写。*
AI is one of the fastest growing and controversial subject in the technology sector, in the attempt to make the most sophisticated AI models possible, ethics may fall by the wayside. A lack of ethics could cause a cacophony of problems, for example without considering fairness as well as bias in an AI model potential users may decide not to use your AI system, furthermore it may end up undermining the effectiveness of your application if bias causes incorrect results. Even when ethics is considered before the release of the model and system, if ethics is not integrated into the AI model from the beginning there may be issues that could have otherwise been avoided.This course written by Prof. Muthu Ramachandran describes the field of AI ethics and what you can do to integrate ethics into the design phase of your AI systems.Course content: Lesson 1 - Introduction to AI, Ethics, AI Ethics & AI Ethics By DesignLesson 2 - Ethical Considerations in Requirements Engineering for AILesson 3 - Ethical Design, Development and Testing for AI SystemsLesson 4 - Future Directions and Emerging Ethical ChallengesEach lesson/section consists of video lectures as well as multiple choice questions at the end of each lesson to test your understanding.*Disclaimer - This course uses AI text-to-speech software (transcripts are written by Prof Muthu Ramachandran)*
