Learning Path

Descriptive Statistics and Data Visualization → Multi-Armed Bandits

This learning path equips data scientists with the knowledge and skills to design rigorous experiments, from foundational statistical concepts to advanced experimental designs and analysis. It covers hypothesis testing, randomization, sample size and power analysis, common pitfalls, quasi-experimental designs, and multi-armed bandits, enabling learners to make valid causal inferences and evaluate interventions effectively.