Yiziphi izingxenye ezisemqoka zepayipi le-MLOps?
I-MLOps ngokungafani ne-DevOps yendabuko ekuthuthukisweni kwesoftware ayikhathaleli kuphela ukuphathwa kwekhodi kepha kufanele futhi icabangele idatha namamodeli. Umgudu osebenzayo we-MLOps kufanele ukwazi ukuxhumanisa ndawonye, nokulandelela izinguquko, kwikhodi esetshenziselwa ukuthuthukisa imodeli nokulungiselela idatha, idatha esetshenziselwa ukuqeqeshwa nokuqinisekiswa kwemodeli futhi ekugcineni into yemodeli uqobo. Ngakho-ke, ipayipi le-MLOps kufanele libe okungenani nalezi zinto ezilandelayo: Indawo yokugcina ikhodi yomthombo, ithuluzi lokwenza inguqulo yedatha, indawo yokugcina imodeli, ipayipi le-CI / CD, indawo ye-computing yokuqeqeshwa nokuthuthukiswa, ukusetshenziswa kwemodeli futhi ekugcineni, amakhono okuqapha kokubili okokufaka kwedatha nokuphuma kwemodeli.