Few questions on categorical data. Need suggestions / pointers:
How can we check for correlation between categorical features and target or between the features themselves?
How about correlation between cat and num features?
How can we find cases where the target has a dependency on a combination of categorical features, but may not show corr with individual features?
Can we handle scenarios where, test data has a categorical feature value that is not present in training data?