MASTERING DATA PREPROCESSING: A FOUNDATION FOR EFFECTIVE MACHINE LEARNING

Data preprocessing is a vital step in the machine learning pipeline. It involves transforming raw data into a format suitable for model training. This process can include tasks such as cleaning missing values, normalizing features, and transforming categorical variables. Effective preprocessing techniques enhance the performance of machine learnin