Dissolving is defined as: to make a solution of, as by mixing with a liquid; pass into solution. Eg. to dissolve salt in water (right)

"Like Dissolves Like" means that substances are more likely to dissolve in other substances with similar chemical properties. So substances like oil do not dissolve in water (bottom). It is often used when talking about polar and non-polar solvents.