A dark matter halo is a theoretical, invisible mass surrounding galaxies, believed to account for the majority of a galaxy's mass and influence its gravitational behavior. It plays a crucial role in the formation and evolution of galaxies, providing the necessary gravitational pull to hold them together and affecting their rotation curves.