preprocessing

In the expansive and complex world of machine learning, the initial and often most time-consuming phase is data preparation. This stage, known as preprocessing, is crucial because raw data rarely conforms to the requirements of analytical models. A common challenge arises when dealing with categorical data—variables that represent distinct groups or labels (such as colors, […]