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in this video well be learning about the normal distribution and the 6895 99.7 rule when we talk about normal distributions we refer to data we get from a population or sample so before we actually talk about the normal distribution we need to first distinguish the difference between a parameter and a statistic a parameter is a number that describes the data from a population whereas a statistic is a number that describes the data from a sample examples of parameters and statistics are the mean and standard deviation but because of the definitions we just talked about we have to be very careful with what symbols we use to represent these numbers when we are dealing with a sample we use the symbol x-bar to represent the sample mean and we use the letter s to represent the sample standard deviation these are statistics when we are dealing with a population we use the Greek letter mu to represent the population mean and we use the Greek letter Sigma to represent the population standard