In the realm of machine learning, data preprocessing emerges as a crucial step that significantly influences the effectiveness of your models. Raw data is often noisy, hindering the ability of algorithms to uncover meaningful insights. Data preprocessing involves a set of processes aimed at transforming data into a optimal format for machine learni