In the realm of machine learning, data preprocessing emerges as a essential step that significantly influences the performance of your models. Raw data is often unstructured, hindering the ability of algorithms to extract meaningful insights. Data preprocessing consists of a series of methods aimed at transforming data into a appropriate format for