Data Science, Machine Learning, Artificial Intelligence, Technology, Data Mining.
Data Scaling is a fundamental pre-processing step in many machine learning pipelines, especially when using algorithms sensitive to the magnitude of features, like PCA and KMeans. Let’s explore why scaling is essential and how to properly scale your data. A. The Importance of Scaling Uniformity: