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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Habilidades que obtendrás
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Principales reseñas sobre ARTIFICIAL INTELLIGENCE ALGORITHMS 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.
there must be some practical approaches where different algorithms , methodologies are used and working , advantages and disadvantages
I learned more about AI and machine learning more than i have ever been exposed to my entire life, the lessons were thorough .
Very broad concepts but still engaging and thought provoking. This course focuses more on AI ethics rather than algorithms.
Acerca de Programa especializado: Ethics in the Age of AI
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.
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