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Suppose that you have been provided with a training dataset to be used for a supervised learning problem and that this data contains a feature

Suppose that you have been provided with a training dataset to be used for a supervised learning problem and that this data contains a feature denoted by X. Assume that the training observations for X have a mean of 17.2 and a standard deviation of 2.5. Let x = 19.3 be an observation of X. Apply standard scaling to this observation

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