Ethical AI

$500
3 hours

Gain insight into how ethics can impact your AI initiatives. Identify ethical issues within the machine learning life cycle and spot potential risks before they occur. You'll leave this seminar able to identify ethical challenges related to machine learning projects, with a framework for developing your organization’s ethical AI policy. Attendance at this seminar is by invitation. If you would like to be invited, please contact your DataRobot representative or email dru@datarobot.com .

Course outline

1. Ethics and risk

  • Ethical purpose
  • Making value judgements
  • Disclosure of AI usage

2. Identifying ethical issues

  • Defining fairness and bias
  • Model transparency and
    interpretability
  • Labor Displacement

3. Developing an ethics policy

  • Appropriate data sources
  • Making predictions vs.
    decisions
  • Reviews and appeal process
  • 1. Ethics and risk
    • Ethical purpose
    • Making value judgements
    • Disclosure of AI usage
  • 2. Identifying ethical issues
    • Defining fairness and bias
    • Model transparency and
      interpretability
    • Labor Displacement
  • 3. Developing an ethics policy
    • Appropriate data sources
    • Making predictions vs.
      decisions
    • Reviews and appeal process
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