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We will be going through a detailed explanation of maximum likelihood for the normal distribution in this StatQuest tutorial. It is assumed that you already have familiarity with the normal distribution. The equation for the normal distribution with two parameters, mu and sigma, determines the mean and standard deviation of the distribution. Adjusting mu moves the mean left or right, while sigma controls the spread.