Data Science
Data science combines statistics, machine learning, and domain knowledge to extract valuable insights and decision support from data.
Contents:
- Introduction to Data Science — Data analysis pipeline, exploratory data analysis, feature engineering
- Causal Inference — Causal graphs, intervention & counterfactuals, instrumental variables