The Role of Data Collection in Machine Learning Data collection is the foundation of any machine learning project. Quality data is critical for creating models that can accurately predict outcomes and make decisions. Whether it's healthcare, finance, retail, or autonomous vehicles, machine learning depends on large and diverse datasets to train al