Causal Inference, Causal Data Science, Causal Machine Learning, Data Science, Machine Learning.
basic background (what they are, when are they used and some experience is recommended), on the following topics: Probability. Basic probability formulas such as the law of total probability and conditional probabilities. Basic probability distributions such as gaussian or binomial. How to generate