Statistics, Probability, Exploratory Data Analysis, Mathematics, Graph.
https://datascience.stackexchange.com/a/48033 So, Non-Parametric is used when there is multimodal distribution and when we cannot figure out the distribution type In order to estimate the shape of PDF, kernel density estimator is used Now understanding the KDE plot Let’s take subset of the dataset