We will introduce the mathematical passage from quantum mechanics, to classical mechanics, to kinetic theory and then to continuum mechanics. These are central topics in partial differential equations, mathematical physics, and multiscale modelling and computation. Some of the mathematical and physical ideas are also useful in data sciences, machine learning, and uncertainty quantification.