Many times the datasets we have available contain a high number of variables and what we are looking for is to be able to explain the relationship between the variables. We can reduce the dimensionality of the dataset by obtaining a smaller number of variables that explain as much information as possible from the original … Continue reading Principal Component Analysis: Mathematical introduction