REFINING YOUR DATASET: YOUR JOURNEY TO BETTER MACHINE LEARNING

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