Data Scaling And Normalization

# Data Scaling and Normalization: A Comprehensive Guide Imagine training a machine learning model to predict house prices. You feed it features like square footage (ranging from 500 to 5000) and number of bedrooms (ranging from 1 to 5). The model might give undue importance to square footage simply because its values are much larger. This is where data scaling and normalization come to the rescue! These techniques ensure that all features contribute equally to the model, leading to more accur