Analysis for unwanted features, missing values, statistical analysis, visual analysis, wrong dtypes & datatype conversions
Feature engineering, transformations, skew corrections, encoding, scaling and dimensionality reduction
K-fold analysis, Model evaluations, cross validations, parameter tuning and finalizing model approach.