Public sector undertakings are owned by the government. For example, BHEL, SAIL, etc.
Private sector undertakings are owned by private entities. For example, Infosys, Wipro, etc.
Factory manufacturing units are those that produce at large scales through factories.
Non-factory manufacturing units produce goods without having any extensive factory system.