The Importance of Feature Scaling in Machine Learning In the realm of machine learning, where algorithms learn from data to make predictions, the quality and preparation of that data play a pivotal role. One crucial aspect of data preprocessing is feature scaling and normalization, techniques that transform numerical features to a specific range or distribution.