The major different is the liability to creditors. The liability of the shareholders of the private limited company (Sdn. Bhd.) to creditors is limited to capital originally invested while sole proprietorship/partnership have unlimited liability to their creditors.
Private limited company (Sdn. Bhd.) is a legal entity, it will not be terminated in the case of changes in shareholders or directors.