An intermediate is a short-lived unstable molecule in a reaction. It shows a slight reduction in energy on the reaction coordinate.
A transition state is the transition to a new molecule. It has everything it needs to be the new molecule, and is the highest point on the reaction coordinate.
An intermediate would be something like a carbocation, and a transition state would be the 5-membered carbon complex that forms in an Sn2 reaction.