NO. EMT conduit is designed to house electrical THHN wire. It's NOT designed to be placed underground. There are very specific cables designed to be placed underground and embedded in concrete. Suggest you consult your local Home Depot who may be able to assist you with this request.
Use a hack saw if you have only one or two cuts.