The Role of Data Preprocessing in Machine Learning Success
Introduction to Data Preprocessing Data preprocessing is a fundamental stage in the machine learning pipeline that involves transforming raw data into a format suitable for analysis and model training. This step is crucial, as the quality of the input data directly influences the performance of machine learning models. In many cases, raw data is often…