fairness
data science lifecycle
data protection
transparency and interpretability
Week 1
Week 2
Week 3
Week 4
Next module:
data science lifecycle
Fairness
Lecture:
Algorithmic Fairness
DS-GA 1017:
fairness slides (weeks 2 & 3)
DS-UA 202:
fairness slides
Topics:
Fairness in classification and set selection
Fairness in risk assessment
Reading:
Introduction and Algorithmic Fairness
Lab:
DS-GA 1017:
Colab Notebook
DS-UA 202:
Colab Notebook
Previous submodule:
Week 1
Next submodule:
Week 3