Ethics of Trustworthy AI (EMAI4EU)

This course introduces the core ethical challenges associated with artificial intelligence and equips learners with the knowledge and practical tools needed to evaluate and design responsible, trustworthy AI systems.

Across twelve modules, the course examines the importance of ethics in AI; the principles of trustworthy AI; sources and mitigation of bias; fairness; explainability and transparency; privacy and data ethics; human oversight; international ethical and regulatory frameworks, including the EU AI Act and UNESCO principles; ethics-by-design; and the ethical auditing of AI systems. Practical examples cover applications such as hiring, lending, and policing.

Course structure

• Explain why ethics is essential throughout the AI development and deployment lifecycle.
• Examine sources of bias in datasets, models, and automated decision-making processes.
• Explore approaches for improving fairness, transparency, and explainability in AI systems.
• Examine privacy, accountability, and human-oversight requirements.
• Review major international ethical and regulatory frameworks for trustworthy AI, including the EU AI Act and UNESCO principles.
• Apply ethics-by-design principles and structured ethical auditing to AI applications.

Learning outcomes

Upon successful completion of this course, students will be able to:

• Explain why ethics is essential throughout the AI development and deployment lifecycle.
• Identify sources of bias in datasets, models, and automated decision-making processes.
• Apply approaches for improving fairness, transparency, and explainability.
• Evaluate privacy, accountability, and human-oversight requirements.
• Interpret major international frameworks for trustworthy AI.
• Conduct a structured ethical audit of an AI application and propose appropriate mitigation measures.

Further details

This course is developed within the framework of the EMAI4EU project, with the support of the Digital Europe Programme of the European Union. The course is delivered online and is self-paced. There are no fixed starting or completion dates. Learners can register for a 28DIGITAL account or log in using an existing account and enrol through the course page.