Cohesion refers to the attraction between molecules of the same substance, while adhesion refers to the attraction between molecules of different substances. Cohesion is responsible for surface tension in liquids, while adhesion allows water to be absorbed by materials like paper or soil. Both properties are important in processes like capillary action and cell adhesion.