We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Whether it's making loan decisions or re-routing traffic, machine learning models need to accurately reflect our shared values. In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.
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来自ARTIFICIAL INTELLIGENCE ALGORITHMS MODELS AND LIMITATIONS的热门评论
the course was great which me a proper understanding about how AI think and what are the consequences of AI
An excellent course to know about the basics of AI ethics
Very broad concepts but still engaging and thought provoking. This course focuses more on AI ethics rather than algorithms.
there must be some practical approaches where different algorithms , methodologies are used and working , advantages and disadvantages
关于 Ethics in the Age of AI 专项课程
As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations. In this specialization, we will explore the rise of algorithms, fundamental issues of fairness and bias in machine learning, and basic concepts involved in security and privacy of machine learning projects. We'll finish with a study of 3 projects that will allow you to put your new skills into action.