课程详情
How well do you understand the issues around algorithmic bias and unfairness? In this course, data scientist and AI ethicist Ayodele Odubela teaches you the principles of responsible AI, as well as the frameworks necessary to apply RAI techniques in AI systems. Ayodele explains modern AI development and problems in machine learning (ML) that differ from software engineering. She discusses big data and where it comes from, then covers several important points of data awareness and literacy. Ayodele goes over ethical frameworks, consequence scanning, fairness, accountability, and more. She also explains fairness-related harms, why they arise, why they matter, and what you can to avoid or mitigate them. Plus, Ayodele offers a detailed description of human rights as related to AI.
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Menka Puthalath
Menka Puthalath
Technical/Product Documentation - Manager | Responsible AI Enthusiast | Technical Content Simplifier | Documentation Delivery Manager | SEO | API…
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内容
课程内容
- 边学边练 2 个练习文件
- 知识测验 8 个测验
- 随时随地学习 可在平板电脑和手机上访问
- 了解最新知识 继续教育单元
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