Machine Learning, Dimensionality Reduction, Feature Selection, Curse Of Dimensionality, Feature Engineering.
the correlation between features is a good idea. So is just visualising the relationship between the features and the target variable by plotting each feature against the target variable. Now let us look at a few programmatic methods for feature selection from the popular machine learning library