The IceCube collaboration discovery of 28 high-energy neutrinos over theenergy range 30 TeV <~ E_nu <~ 1 PeV, a 4.3-sigma excess over expectedbackgrounds, represents the first high-confidence detection of cosmic neutrinosat these energies. In light of this discovery, we explore the possibility thatsome of the Sub-PeV cosmic neutrinos might originate in our Galaxy's TeVunidentified (TeV UnID) sources. While typically resolved at TeV energies,these sources lack prominent radio or X-ray counterparts, and so have beenconsidered promising sites for hadron acceleration within our Galaxy. Modelingthe TeV UnID sources as Galactic hypernova remnants, we predict Sub-PeVneutrino fluxes and spectra consistent with their contributing a minority ofn_nu <~ 2 of the observed events. This is consistent with our analysis of thespatial distribution of the Sub-PeV neutrinos and TeV UnID sources, which findsthat a best-fit of one, and maximum of 3.8 (at 90%-confidence), of the ~16non-atmospheric Sub-PeV neutrinos may originate in TeV UnID sources, with theremaining 75% to 95% of events being drawn from an isotropic background. If ourscenario is correct, we expect excess Sub-PeV neutrinos to accumulate along theGalactic plane, within |l| <~ 30 deg of the Galactic center and in the Cygnusregion, as observations by IceCube and other high-energy neutrino facilities goforward. Our scenario also has implications for radio, X-ray, and TeVobservations of the TeV UnID sources.