Ethics Review of Machine Learning in Children’s Social Care - Ellie Ott & David Leslie

Ethics Review of Machine Learning in Children’s Social Care - Ellie Ott & David Leslie

Alan Turing Institute via YouTube Direct link

Data quality

10 of 10

10 of 10

Data quality

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Ethics Review of Machine Learning in Children’s Social Care - Ellie Ott & David Leslie

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  1. 1 Introduction
  2. 2 What does ethical machine learning require
  3. 3 Risks of machine learning
  4. 4 Practical principles
  5. 5 Ethical criteria
  6. 6 Connecting data scientists
  7. 7 Institutionalized consentbased practices
  8. 8 Understand the use of data
  9. 9 Advance outcomes
  10. 10 Data quality

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