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Course Outline
Introduction to Data Ethics
- Defining data ethics.
- The importance of ethics in public data use.
- Overview of ethical frameworks and core values.
Risks and Dilemmas in Data Practices
- Ethical issues concerning data collection and surveillance.
- Bias and discrimination within algorithms.
- Balancing innovation, risk management, and public trust.
Privacy and Consent
- Handling personal data and sensitive information.
- Informed consent in digital services.
- Navigating ethical versus legal compliance (e.g., GDPR).
Transparency, Accountability, and Trust
- Explaining decisions made using data and AI.
- Building public trust and fulfilling institutional responsibilities.
- Communicating risk and uncertainty effectively.
Data Ethics in Practice
- Case studies highlighting ethical successes and failures.
- Developing ethical review checklists.
- Role-playing and applied scenario analysis.
Policy, Governance, and Ethical Design
- Integrating ethics into data governance structures.
- Principles-by-design and responsible innovation.
- Facilitating public engagement and feedback loops.
Summary and Next Steps
Requirements
- An understanding of how data is collected and utilized within public or organizational contexts.
- Experience working with data, reporting, or digital systems.
- Basic familiarity with compliance, governance, or policy frameworks.
Audience
- Policy makers and public officials.
- Data stewards and analysts.
- IT and digital transformation teams within the public service sector.
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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