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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/responsible-ai-applying-ai-principles-with-google-cloud
课程评论：没有评论
课程名称：负责任的人工智能：在谷歌云上应用人工智能原则 课程概述：本课程旨在为非英语学习者提供有关负责任的人工智能的知识和实践指导。随着企业在人工智能和机器学习领域的应用不断增长，构建负责任的人工智能变得愈发重要。本课程旨在帮助学员理解如何将负责任的人工智能原则落实到实践中。 课程大纲： 1. **引言**：了解人工智能技术的影响、谷歌对负责任人工智能的看法，以及谷歌的人工智能原则。 2. **负责任人工智能的商业案例**：学习如何基于《设计伦理商业案例》报告，提出负责任人工智能的商业论证。 3. **人工智能的技术考虑与伦理关切**：探讨伦理困境，以及新兴技术（如生成式人工智能）可能带来的伦理问题。 4. **创建人工智能原则**：学习谷歌人工智能原则的制定过程，并探索每条原则的伦理目标。 5. **将人工智能原则落地：设置与运行评审**：了解如何通过设置和运行评审来实现负责任的人工智能实践。 6. **将人工智能原则落地：识别问题与经验教训**：学习识别潜在伦理问题的过程，以及如何批判性思考使用案例的潜在利益与危害。 7. **持续前进，迈向负责任的人工智能**：了解后续步骤和资源，继续推动负责任人工智能的发展。 该课程将帮助学员在快速发展的人工智能领域中，理解如何以伦理和负责任的方式来应用技术。
Name:Introduction
Description:In this module, you will learn about the impact of AI technology and Google's approach to responsible AI, and also be introduced to Google's AI Principles.
Name:The Business Case for Responsible AI
Description:In this module, you will learn about how to make a business case for responsible AI, based on the report 'The Business Case for Ethics by Design' by the Economist Intelligence Unit.
Name:AI’s Technical Considerations and Ethical Concerns
Description:In this module, you will learn about ethical dilemmas and how emerging technology such as generative AI can surface ethical concerns that need to be addressed.
Name:Creating AI Principles
Description:In this module, you will learn about how Google’s AI Principles were developed and explore the ethical aims of each of these Principles.
Name:Operationalizing AI Principles: Setting Up and Running Reviews
Description:In this module, you will learn about the practical application of responsible AI and how to operationalize AI principles by setting up and running reviews.
Name:Operationalizing AI Principles: Issue Spotting and Lessons Learned
Description:In this module, you will learn about the process of identifying possible ethical issues and identify issue spotting questions to think critically about the potential benefits and harms of a use case.
Name:Continuing the Journey Towards Responsible AI
Description:In this module, you will learn about the next steps and resources you can use to continue your responsible AI journey.
This course, Responsible AI: Applying AI Principles with Google Cloud - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Responsible AI: Applying AI Principles with Google Cloud. As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice. If you’re inte
