Basically the two leaders had VERY different views of how they thought the country would develop. Jefferson believed the nation's strength lay in its agricultural roots. Hamilton favored a strong central authority. The two men but heads about this I suppose and well, the rest was history...
Hope this helps. Have a nice day!