Ethics

In this course, we will explore fundamental concepts involved in security and privacy of machine learning projects.

In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects [...]

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.

AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability.

This course aims to provide managers and developers of contact tracing programs guidance on the most important indicators of performance of a contact tracing program, and a tool that can be used to project the likely impact of improvements in specific indicators. Students who complete the course will be [...]

This course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-ready datasets and apply computational procedures to answer clinical questions. We will also explore issues of [...]

This course gives you context and first-hand experience with the two major catalyzers of the computational science revolution: big data and artificial intelligence. With more than 99% of all mediated information in digital format and with 98% of the world population using digital technology, humanity produces an impressive digital [...]

Global business ethics is the study and analysis of how ethics and global business are connected. How we should treat each other and our organizations in global and local contexts is the topic of this course. Business ethics and corporate responsibility are inherent in global commerce. Commerce [...]

At the global level, there are many countries marked by violence affecting health care. The 'Health care in danger' project aims to establish practical measures and recommendations that can be implemented on the ground by policy-makers, humanitarian organizations and health professionals. In view of the multiplicity of actors and [...]

Music plays an important role in our daily lives and is woven into the fabric of society. We listen to music while alone or in company, in a dance club or at home, through simple headphones or via high-end speakers, as background or as foreground, after we get up [...]