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Course Outline

Introduction to Data Ethics

  • What is data ethics?
  • The importance of ethics in public data use.
  • Overview of ethical frameworks and values.

Risks and Dilemmas in Data Practices

  • Ethical issues regarding data collection and surveillance.
  • Bias and discrimination within algorithms.
  • Balancing innovation, risk, and trust.

Privacy and Consent

  • Personal data and sensitive information.
  • Informed consent in digital services.
  • Ethical versus legal compliance (e.g., GDPR).

Transparency, Accountability, and Trust

  • Explaining decisions made using data and AI.
  • Public trust and institutional responsibility.
  • Communicating risk and uncertainty.

Data Ethics in Practice

  • Case studies of ethical success and failure.
  • Developing ethical review checklists.
  • Role-playing and applied scenario analysis.

Policy, Governance, and Ethical Design

  • Integrating ethics into data governance.
  • Principles-by-design and responsible innovation.
  • Public engagement and feedback loops.

Summary and Next Steps

Requirements

  • An understanding of how data is collected and utilized in 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 in public service.
 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.
Investment

Price per private group, online live training, starting from 2600 € + VAT*

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