DL
Jin Ilimi
DL shine ma'anar gajarta Jin Ilimi.
Mene ne Jin Ilimi?
Wani yanki na koyon injin (MLda hankali na wucin gadi (AI). Koyo mai zurfi yana mai da hankali kan hanyoyin sadarwa na wucin gadi tare da ɓoyayyun yadudduka masu yawa, saboda haka kalmar zurfin. Waɗannan cibiyoyin sadarwa an yi su ne ta hanyar tsari da aikin kwakwalwar ɗan adam.
Algorithms na ilmantarwa mai zurfi ta atomatik suna koyan wakilcin bayanai ta hanyar horarwa akan manyan bayanai ta amfani da tsari da ake kira backpropagation. Suna da tasiri musamman wajen sarrafa hadaddun bayanai masu girma, kamar hotuna, magana, da harshe na halitta.
Zurfafa ilmantarwa ya kasance alhakin ci gaba da yawa na kwanan nan a AI, gami da ci gaba a cikin gano hoto, sarrafa harshe na halitta, da fahimtar magana. Wasu shahararrun gine-ginen ilmantarwa mai zurfi sun haɗa da hanyoyin sadarwa na jijiyoyi masu juyi (
CNNs), cibiyoyin sadarwa na jijiyoyi masu maimaitawa (RNNs), da kuma taranfoma.- Gajarta: DL