A pot is a container for plants, typically made out of clay, plastic or metal. A planter is a container used for planting and growing plants in the ground.
A pot is usually more decorative than a planter and can be used to bring color into your home. A planter has more practical uses as it can be placed outside or on the patio and will let you grow your own vegetables or flowers.