Statistics & data

An inference depends on how observations were obtained as well as how they are summarised.

Start here

Introduction to Statistics & data

What can a sample tell us about a population?

Statistics & data3h · IntroductionBeginner

Choose a direction

Probability & statistics

How do we reason under uncertainty?

Mathematics22h · TopicBeginner

Statistics foundations

What can a small dataset tell me, and what can it not?

Mathematics22h · TopicBeginner

Sampling and bias

Who is missing from the data?

Statistics & data14h · TopicSome background

Uncertainty and estimates

What does an interval estimate leave uncertain?

Statistics & data14h · TopicSome background

Read a thinker or author

Timnit Gebru

Research on dataset documentation, evaluation and harms in machine learning. Begin with how data was collected and which uses its documentation supports.