Reason with evidence

Statistics

Build statistical intuition from first principles and progress to modern modelling, causal inference, survival analysis, epidemiology and research applications.

14 courses4 learning routesExpert tutoring available
Statistics courses

Start learning Statistics.

Focused courses combine clear explanation, structured progression and applied practice. Begin with one course or follow a broader pathway.

Browse all courses
Explore the discipline

Statistics is more than one course.

Build breadth across the discipline or focus deeply on the topics most relevant to your studies, career or research.

ProbabilityDescriptive statisticsStatistical inferenceRegressionANOVAExperimental designBayesian statisticsSurvival analysisLongitudinal dataCausal inferenceTime seriesBiostatisticsEpidemiologyRPython
What you will build

Capability, not just course completion.

Learning Statistics should change what you can understand, analyse and create—not simply add another course to a list.

01
Interpret data with confidence

Build this capability progressively through explanation, examples, practice and application.

02
Choose and justify statistical methods

Build this capability progressively through explanation, examples, practice and application.

03
Build reproducible analyses

Build this capability progressively through explanation, examples, practice and application.

04
Understand uncertainty and evidence

Build this capability progressively through explanation, examples, practice and application.

05
Communicate statistical results clearly

Build this capability progressively through explanation, examples, practice and application.

06
Progress from foundational to advanced methods

Build this capability progressively through explanation, examples, practice and application.

How you learn

Understand it. Practise it. Apply it.

Courses are designed around progression rather than passive content consumption.

01

Understand

Build intuition first

Concepts are introduced clearly so you understand the reasoning before memorising procedures.

02

Explore

Make ideas visible

Interactive examples and visual explanations help connect abstract ideas to intuition.

03

Practise

Turn understanding into skill

Work through structured examples, exercises and problems that increase gradually in difficulty.

04

Apply

Use what you learned

Connect your knowledge to examinations, university work, research, coding and real projects.

Expert support

Stuck on a difficult statistics problem?

Learn independently when you can, then work with an expert when you need deeper explanation, feedback, exam preparation or help applying your knowledge.