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This video tutorial covers z-scores and standardization. The standard normal distribution has a mean of 0 and a standard deviation of 1, always centered at 0. Each number on the horizontal axis corresponds to a z-score, indicating how many standard deviations an observation is from the mean. Z-scores help calculate the area associated with a specific z-score, using a concept called a standard normal distribution.