Data Science, Machine Learning, Feature Engineering, Algorithms, Machine Learning Tools.
techniques like Principal component analysis (PCA). PCA transforms the set of old features into a set of new features. It creates new features such that the one with the highest eigenvalues captures most of the information from the old features. We can then keep only the top few new features and