The article explores Functional Data Analysis as an alternative to data aggregation and bucketing, emphasizing its value in preserving data detail by representing information as curves rather than single points. It further demonstrates how FDA can be integrated into machine learning, such as Neural Networks, for better insight and classification accuracy.