AI & Ethics
This course, developed in collaboration with the Ministry for Gender Equality and Diversity, is designed to enhance participants' understanding of AI and its ethical dimensions, equipping them to responsibly address the challenges and opportunities AI technologies present. Through interactive tools, hands-on activities, and real-world problem-solving, participants will develop AI projects that incorporate ethical principles to create inclusive and responsible solutions.
Over three days, the course begins with a comprehensive introduction to AI, covering machine learning, deep learning, and their applications, as well as exploring the future of AI technology. On the second day, participants explore AI tools to support project development, propose their own projects, and delve into AI ethics, stakeholder analysis, and thought-provoking ethical dilemmas such as self-driving cars. The final day focuses on bias, fairness, explainable AI (XAI), and regulatory frameworks like the EU AI Act and GDPR, concluding with participants presenting their projects while considering the ethical principles learned throughout the course.
Content
Section 1: Introduction to AI (4 hours)
- Artificial Intelligence (AI)
- Machine Learning, Deep Learning, Other techniques
- Applying Artificial intelligence
- Future of AI: Opportunities and Risks
Section 2: Project Proposals, Introduction to Ethics (4 hours)
- AI tools for productivity and project development
- Project proposals by participants
- Introduction to AI Ethics
- Stakeholders in AI
- Ethical Dilemma of Self-Driving Cars
Section 3: Bias, Explainable AI, Regulatory Frameworks, Project Presentations (4 hours)
- Understanding and Mitigating Bias in AI
- Explainable AI (XAI)
- Ensuring Fairness
- Regulatory Frameworks (EU AI Act and GDPR)
- Incorporating Ethics in AI Projects by participants
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
- Regulatory Frameworks
- Design Ethically Aware AI Projects
Training Method
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.
Organised By
Digital Learning Hub Luxembourg
Certification
Participation OnlyPrerequisites
No prerequisites necessary
Planning and location
13:00 - 17:00
13:00 - 17:00
13:00 - 17:00
Your trainer(s) for this course
