The process in which a relatively unspecialized cell acquires specialized features of a trophoblast giant cell of the placenta. Trophoblast giant cells are the cell of the placenta that line the maternal decidua. [ http://www.ncbi.nlm.nih.gov/pubmed/16269175 GOC:dph ]