EXPLORING THE IMPORTANCE OF DATA PREPROCESSING IN MACHINE LEARNING

Data preprocessing is a crucial step in the machine learning (ML) pipeline that significantly impacts the performance of machine learning models. It involves preparing raw data into a format that can be efficiently processed by algorithms. Without proper preprocessing, even the most advanced machine learning models may not yield accurate or reliabl