Python: Prepare Data Preparing Tabular Data Cleaning the Data Drop duplicate rows Impute missing values Transforming Data Combine data Discretize variables Drop columns or rows Group or encode categorical data Preparing Non-tabular Data Preparing Images Crop images Convolve images with a kernel Darken images Mask images Resize images Last updated: July 31, 2026