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HomeProbability & Distributions

Probability & Distributions

Learn the common distributions through their stories and the links between them.

Building Intuition

Where distributions come from — counting outcomes.

From Coin Flips to the Bell Curve

Count the heads in n coin flips and the binomial distribution emerges — then fills into the normal bell curve. A hands-on look at the Central Limit Theorem.

Distribution Families

The common distributions and the stories behind them.

Discrete Distributions

Meet the everyday discrete distributions — Bernoulli, Binomial, Geometric and Poisson — and the question each one answers.

Continuous Distributions

When outcomes are real numbers, probability becomes area under a density curve. Meet the Uniform, Exponential and Normal distributions.

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Foundations