Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
approaches, and the boundaries between them are quite blurry. In case you want to dive into the formal foundations of causal inference, I strongly suggest you to read Pearl’s book Causality. This book relies heavily on examples to not just explain causal inference, but also to show how to apply it.