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The video tutorial discusses a random variable x representing the height of a person, shown with a normal distribution curve. The mean and standard deviation are illustrated, and the video explores how these values are affected when adding or scaling the random variable. The impact on the distribution, mean, and standard deviation is the focus of the tutorial.