The WAT.ai Preprocessing Workshop offers participants the opportunity to gain essential skills in exploratory data analysis (EDA) and data visualization, focusing on identifying outliers, managing missing values, and conducting normalization. Participants will delve into preprocessing techniques for both categorical and continuous features, gaining a comprehensive understanding to effectively prepare data for classification tasks.