Machine Learning based methods e.g. OLS and random forest
Time-Series specific (only applicable for continuous data types)
During EDA, statistical methods are generally preferable because they are faster, interpretable, and more aligned with exploratory decision-making. ML methods are better reserved for confirmatory or production contexts where their complexity pays off.