Outliers, Outlier Detection, Sklearn Pipeline.
are the datapoints which are significantly different from the rest of the datapoints in the dataset. Outliers increase the variance in the dataset which inturn results in the decrease in the statistical power. So it is very important to identify these outliers and treat them accordingly.[1]. Many