Bernoulli's theorem states that for an incompressible liquid in a continuous stream, the total energy of a particle remains constant along its path, assuming no frictional losses. The theorem has limitations, such as uniform velocity assumptions and neglecting external forces and energy losses due to heat and shear. It finds practical applications in devices like pitot tubes, orifice meters, and venturi meters for measuring fluid flow and discharge.