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The tutorial discusses a random variable x representing the height of a person, with a bell curve probability distribution displayed. The mean and one standard deviation above and below the mean are also marked. The focus is on how adding to or scaling the random variable affects the distribution, mean, and standard deviation. The concept is illustrated using an example with the random variable y being derived from x.