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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來自ARTIFICIAL INTELLIGENCE ALGORITHMS MODELS AND LIMITATIONS的熱門評論
Amazing course! I've learnt so much! Thank you for providing such extraordinary material.
there must be some practical approaches where different algorithms , methodologies are used and working , advantages and disadvantages
Interesting and short course on basics of AI models and limitations
Just like business leaders should learn about business ethics, so should machine learning specialists learn about the ethical dimensions of their output.
關於 Ethics in the Age of AI 專項課程
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.