Ngokusebenzisa isigaba esingezansi, ku-Machine Learning, kuyini ukufunda okungaqondisiwe futhi kuhluke kanjani ekufundeni okuqondisiwe?
Context:Ukufunda okungaqondisiwe uhlobo lwe-algorithm efunda amaphethini kusuka kudatha engafakiwe. Umgomo uwukuthi ngokulingisa, okuyindlela ebalulekile yokufunda kubantu, umshini uphoqeleka ukuba wakhe umfanekiso omfushane womhlaba wawo bese udala okuqukethwe okucabangayo kuwo.  Ngokungafani nokufunda okuqondisiwe lapho idatha imakwa khona uchwepheshe, ngokwesibonelo imakwe ngokuthi "ibhola" noma "inhlanzi", izindlela ezingaqondisiwe zibonisa ukuzenzela ezifaka amaphethini njengobuningi bamathuba noma inhlanganisela yezinzwa zokukhetha izintandokazi ezifakiwe ezilinganisweni nasemishinini. Amanye amazinga kule spectrum kokuqondisa kukhona ukufunda ukuqinisa lapho umshini unikezwa kuphela inombolo ukusebenza amaphuzu njengoba isiqondiso, nokufunda semi-kuqondiswa lapho ingxenye encane idatha umakiwe.
Ukufunda okungaqondisiwe kungaqondwa ngokuhlukile ekufundeni okuqondisiwe. Lesi sakamuva sidinga iqoqo lemininingwane elibhalwe uchwepheshe ukuze aqeqeshe imodeli yokufunda ngomshini. Eyokuqala ifunda amaphethini ngokuqondile kusuka kwedatha (engabhalisiwe noma engabhalisiwe).