Python, Machine Learning, Statistics, Data Science, Technology.
combinations are done in such a way that the new variables (i.e., principal components) are uncorrelated and most of the information within the initial variables is squeezed or compressed into the first components. We will perform PCA in the following steps: Split our data into train and test data