Data Science, Machine Learning, Causal Inference, AI, Linear Programming.
Uplift modelling). How Linear Programming can be used to optimise treatment assignment given budget constraints. A worked case study in Python illustrating how we can use Double Machine Learning to estimate CATE and Linear Programming to optimise treatment strategies. The full notebook can be found