Causal Inference, Causality, Econometrics, Statistics, Getting Started.
are valuable for data science in general, and you can concentrate specifically on what matters most. Furthermore, there is a chapter dedicated to this topic in both of the reference books including exclusively on the concepts useful for causal inference: 📚Resources: Probability and Regression