Fairness

Lecture: Introduction: What is Responsible Data Science?

• DS-GA 1017: intro slides
• DS-UA 202: intro slides

Topics:

• Course outline
• Aspects of responsibility in data science through recent examples
• The importance of a socio-technical perspective: stakeholders and trade-offs

Reading: Introduction and Algorithmic Fairness

Lab: ProPublica’s Machine Bias

• Colab Notebook

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