Considerations for choosing conduit fittings include compatibility. Options commonly include intermediate metal conduits, rigid metal conduits, galvanized rigid conduits, flexible metal conduits, ...
The EMT can serve as the equipment ground, but I recommend pulling a separate wire to be absolutely sure you have a continuous path back to the panel in the event of a short circuit or ground fault.