Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
comes, in an uncontrolled environment. In the former case, taking causal conclusions is relatively straightforward, while in the latter case it becomes much more complex. Developing intuition and formal methodology There are two aspects that are very important for using causal inference. The first