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Statistics - Unlocking the World of Data

My notes from the Coursera EdinburghX course: Statistics - Unlocking the World of Data.

Week 1

Types of data

The statistics cycle

Visualizing data

Summarising data

Week 2 - Patterns in data

Visualizing data with two variables

Relationships in data

Patterns in data

Linear regression

Interpreting patterns

Week 3 - Collecting data

Populations and samples

Sampling strategies

Experiments and studies

Using data

Week 4 - Uncertainty on data

Quantifying chance

Conditional probability

Visualizing probability

Shapes of data

Sampling distributions

The central limit theorem


Week 6 - Statistical testing