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What is the Euclidean Distance?

In short the Euclidean Distance represents the shortest distance between two points. You are most likely to use this method when calculating the distance between two rows of data that have numerical values, such a floating point or integer values.

Imagine like the image below, you are taking a trip from Barcelona to Berlin. Of course the fastest method of transport is to fly, but how far exactly is this journey?

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