Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
variable x_i. Now, by MLE, we want to find values of µ and σ which maximize this equation, given our specific sample of data-points. We can state this maximization objective mathematically, using the argmax operator (which — unlike the max operator — returns the parameters, not the maximum values):