Units are standards used to measure physical quantities like length, time, mass, and others. The SI system uses meters for length, seconds for time, and kilograms for mass. Dimensions refer to fundamental quantities like mass, length, time, and temperature that are used to express other quantities and are independent of each other. Dimensions are represented by M, L, T, and Q.