Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
Given the current economic conditions, they are being forced to reduce their overall promotional budget by 20%. They turn to the Data Science team to advise how they can do this whilst minimising the loss in orders being placed. Data generating process We set up a data generating process with the