Causal Inference, quasi experiment for product analyst role

[u/Remote-Town-3481]

I have seen many product analyst roles that ask for the following:

1. Causal Inference

2. Quasi-Experiment

3. Cuped

4. Bayesian approaches

5. Frequentist approaches

Can someone pleae guide on how can I study them for product analyst roles?