PREPARING YOUR DATA: YOUR JOURNEY TO BETTER MACHINE LEARNING

In the realm of machine learning, data preprocessing emerges as a fundamental step that powerfully influences the effectiveness of your models. Raw data is often incomplete, hindering the ability of algorithms to extract meaningful insights. Data preprocessing entails a series of methods aimed at cleaning data into a suitable format for machine lea