The force of attraction between the molecules of similar kind is called force of cohesion.
Example: The forces between water molecules. This force of cohesion keep the molecules of the substance bind together. The force of attraction between different types of molecules is called force of adhesion.
Example: When a glass filled with water is emptied some water I particles remain stuck to the glass due to the adhesion between water molecules and glass.