Contents
1 Introduction
2 Causality: A Minimal Introduction
3 Causal Supervised Learning
4 Causal Generative Modeling
5 Causal Explanations
6 Causal Fairness
7 Causal Reinforcement Learning
8 Modality-specific Applications
9 Causal Benchmarks
10 The Good, the Bad and the Ugly
11 Related Work
12 Conclusion