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Alan Weiss

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Reservoir Sampling

This website explains the concept of reservoir sampling, a technique used to select a fair random sample from a dataset when the size of the dataset is unknown. It explains how it works using examples and illustrations, and covers both selecting single and multiple items from the dataset. It also demonstrates how it can be applied to real-world scenarios such as log collection.

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Summary

This website explains the concept of reservoir sampling, a technique used to select a fair random sample from a dataset when the size of the dataset is unknown. It explains how it works using examples and illustrations, and covers both selecting single and multiple items from the dataset. It also demonstrates how it can be applied to real-world scenarios such as log collection.

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