Ekupheleni kwalesi sifundo, uzokwazi:
- Kungani i imininingwane yolwazi azihlale zilungele amasistimu edatha amakhulu asetshenziswa kokuqukethwe kwedatha enkulu.
- Kungani ulimi lwe-python iwulimi olusetshenziswa kakhulu emkhakheni wokucubungula amanani amakhulu edatha. Lesi sifundo sikwethulela ukwenza izinhlelo ngalolu limi, ikakhulukazi usebenzisa umtapo wolwazi numpy.
- Yiziphi izibalo ezihlaziyayo zidinga ukucutshungulwa kwedatha enkulu nokubikezela.
Lokhu kuqeqeshwa kukunikeza i imiqondo eyisisekelo kwizibalo njenge :
- okuguquguqukayo okungahleliwe,
- umehluko wokubala,
- imisebenzi ye-convex,
- izinkinga zokuthuthukisa,
- amamodeli wokuhlehla.
Lezi zisekelo zisetshenziswa ku-algorithm yokuhlukanisa I-Perceptron.
