Central Limit Theorem Intuition Explained Like You're 5!

#ai #ml #artificialintelligence #machinelearning #statistics #stats #science #education #clt #datascience 🔥 Central Limit Theorem is a fundamental theorem in statistics. It states that as the sample size increases the sampling distribution of the sample means approaches a normal distribution. This enables us to conduct hypothesis testing, construct confidence intervals, and draw conclusions! There are other conditions that are important for the CLT to be true. Specifically, your sample should be independent and identically distributed (i.i.d.) with a finite variance. If all conditions are me…