AI & Ethics


This course is designed to deepen participants’ understanding of AI and its ethical dimensions, equipping them to consciously and responsibly navigate the challenges and opportunities AI technologies present. We use interactive tools in an engaging environment with hands-on activities that promote learning by doing. Participants are encouraged to develop AI projects aimed at solving real-world problems, with an emphasis on incorporating ethical principles to create inclusive and ethical AI solutions.

Spanning three days, the course begins with a comprehensive introduction to AI, including machine learning, deep learning, and their applications, and explores the future prospects of AI technology. On the second day, we delve into AI ethics, where participants propose projects, examine the roles of different stakeholders in AI, and learn about AI development tools. The final day focuses on fairness, bias, and explainable AI (XAI), concluding with participants reflecting on and presenting their projects, considering the ethical aspects learned throughout the course.

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SKU: 15713 Category:

Start date

July 8, 2024

End date

July 10, 2024

Language(s) of the training


Languages spoken by the coach(es)





Section 1: Introduction to AI (4 hours)

1. Artificial Intelligence (AI)
2. Machine Learning, Deep Learning, Other techniques
3. Applying Artificial intelligence
4. Future of AI (Theory of Singularity, Utopias vs Dystopias)


Section 2: Project Proposals, Introduction to Ethics (4 hours)

1. AI tools for productivity and project development
2. Project proposals by participants
3. Introduction to AI Ethics
4. Stakeholders in AI (Stakeholders vs shareholders, Different Stackholders, etc)


Section 3: Fairness, Bias, and XAI (4 hours)

1. Bias
2. Explainable AI (XAI)
3. Inclusion and accessibility
4. Equality vs Equity
5. Wrap up with the reflections of AI and Ethics in the project proposals
by participants


We utilize interactive presentation tools to maximize participant engagement, offering hands-on activities that enhance learning through experience. Participants are encouraged to propose a project that uses AI to address a real-world problem. Throughout the course, as they gain insights into ethical aspects, they will apply these principles to devise more inclusive and ethical AI solutions for their projects.

Learning Outcomes

  • Understand the Fundamentals of AI
  • Identify and Apply Ethical Principles in AI
  • Utilize AI Tools for Project Development
  • Analyze and Address AI Bias
  • Design Ethically Aware AI Projects


This training has a total duration of 12 hours and takes place over 3 days:

  • 08-07-2024: 13:00 – 17:00
  • 09-07-2024: 13:00 – 17:00
  • 10-07-2024: 13:00 – 17:00

Format and Location

This course takes place ON-SITE
Terres Rouges building
14, porte de France
L-4360 Esch/Alzette




No prerequisites necessary

Additional Info


This training does not have any assessment or exams; a certificate of participation will be issued to participants.

Esco Skills

use logical reasoning, address problems critically, evaluate data, information and digital content, data protection

Esco Occupations

data scientist, data analyst, ICT operations manager, data quality specialist, policy officer, policy manager