Module 01d
Statistics and Inference
What a sample lets you say about the thing it came from, and what it does not. Summarising data honestly, how much a result could have moved by chance, designing a comparison that answers the question asked, and the difference between two things moving together and one causing the other.
6 topics ~27 h estimated learning time
Sign in to keep your progress.
Ready to start
- 01d.1 Descriptive statistics and distribution shape
Foundation · 3 h
- 01d.2 Sampling, standard error and confidence intervals
Core · 5 h
- 01d.3 Hypothesis testing and p-values
Core · 5 h
- 01d.4 A/B testing and experiment design
Core · 5 h
- 01d.5 Correlation, causation and confounding
Core · 4 h
- 01d.6 Bayesian inference in practice
Advanced · 5 h