Central Limit Theorem, Population, Sample, Statistics, Basics Machine Learning.
because studying entire populations is often impractical. However, the key is to ensure that the sample is representative of the population to make valid inferences. Formulas: Example The male population’s weight data follows a normal distribution. It has a mean of 70 kg and a standard deviation of