Full course open now
Statistics Foundation Modules
All modules and lessons are now available for full study. Study the modules in order if you are building a complete foundation, or jump directly to the topic you want to revise.
Module 1
Introduction to Statistical Thinking
Learn what statistics is, how data becomes evidence, and how populations, samples, variables, tables and sampling methods fit together.
Module 2
Descriptive Statistics
Summarise data using measures of centre, spread, quartiles, percentiles, skewness, outliers and group comparisons.
Module 3
Probability Foundations
Build probability intuition through sample spaces, probability rules, conditional probability, independence, Bayes theorem and diagnostic reasoning.
Module 4
Statistical Inference Foundations
Understand sampling distributions, standard error, confidence intervals, hypothesis testing, p-values, power and study design.
Module 5
Regression Foundations
Move from correlation to simple regression, least squares, multiple regression, confounding and logistic regression foundations.