“Garbage In, Garbage Out”: Why Data Preprocessing is the Unsung Hero of Machine Learning in Education
In simple terms, data preprocessing is the process of transforming raw, messy data into clean, structured input suitable for machine learning algorithms. It’s the backstage crew that ensures the main show (your model) runs flawlessly.