MASTERING DATA PREPROCESSING: A FOUNDATION FOR EFFECTIVE MACHINE LEARNING

Data preprocessing is a essential 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 scrubbing missing values, normalizing features, and mapping categorical variables. Effective preprocessing techniques improve the performance of machine learnin