Data science is about building testable models, which fundamentally is what science is about. What probably makes you uncomfortable is that Data Science (unli

Data science is about building testable models, which fundamentally is what science is about. What probably makes you uncomfortable is that Data Science (unlike most scientific fields) doesn't have a requirement for the models to make intuitive sense to humans.