Non-perturbative QCD deals with the aspects of quantum chromodynamics that cannot be described by perturbation theory, such as the confinement of quarks and gluons within hadrons. It involves complex mathematics and computational techniques like lattice QCD to solve low-energy QCD problems that are crucial for understanding the strong force in particle physics.