Will this motherboard support ethernet connection?

yes. It actually has *two* ethernet ports.

Do I need to install a network card.

no

It has two built in ethernet ports, so it has two built in network cards, you dont need to add a second one. Almost all motherboards now have a network card integrated into the board so that you need fewer add in cards.