Non-ideal solutions deviate from Raoult's law due to interactions between different molecules that are not identical to those in the pure components, leading to changes in vapor pressure. These deviations are caused by differences in intermolecular forces such as hydrogen bonding, dipole-dipole interactions, or Van der Waals forces, resulting in either positive or negative deviations from ideal behavior.