Data Science, Glm, Statistics, Modeling, Machine Learning.
non-linearity, which could be accommodated by binning the variable, adding polynomial terms and using piecewise linear function. Grouping categorical variable is also very popular to transform data, this way we don’t end up with too many variables and model tends to have more predictive power. I