Creating Office 365 Meeting with a Meeting Room

 Login into your Outlook application and go to the calendar.

Select a time slot for your meeting and double-click on the same

Next, click on "Search for a room or location" and start typing the name of the room.

Select the intended room and fill in other meeting details and press send.