What is the difference between a newton and a kilogram?

Kg is an unit of mass and newton is an unit of force.

Weight(gravitational force acting on object) of an object on the surface of Earth, for example, is calculated:

m * g = F

For a 10 kg body, that force is roughly equal to 98.1 N.