Monday's Lecture
We'll do a little Q&A and then we'll look at a case study that brings together Logistic Regression and legal and ethical issues of fairness in supervised learning.
- Slides
- Article about the case study on the UoE website: Equality law can disadvantage women in algorithmic credit decisions
- Andreeva, G. and Matuszyk, A. (2019), The law of equal opportunities or unintended consequences?: The effect of unisex risk assessment in consumer credit. J. R. Stat. Soc. A, 182: 1287-1311. https://doi.org/10.1111/rssa.12494
No lecture on Wednesday.
Workshop
S2 Week 4 Workshop, which covers problems on sampling distributions and confidence intervals.
Lab
This week's lab is on K-means, which is covered in the lectures. Please note that there are no in-person lab sessions, but you can ask questions on Piazza.