Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
bottom-left, we see how even at N=1,000, the approximated mean of the sampling-distribution (red dashed line) is way off the true mean of the sampling-distribution (black line). The red line is calculated as the average of K values (i.e. the mean of K sample-means), and thus only by increasing K