Data Preprocessing Essentials: Techniques for Cleaning and Refining ML Datasets
Introduction The Bedrock of Machine Learning: Data Preprocessing In the realm of machine learning (ML), the adage “garbage in, garbage out” is particularly resonant. At the heart of any successful ML project lies a critical, often underappreciated step: data preprocessing. This initial phase sets the stage for the performance of ML models, influencing their ability … Read more