Ukufunyanwa kweenethiwekhi ezinzulu ze-neural
Kukubhadla okungeyonyani. Ukho kuyo yonke indawo. Kwiiwotshi zethu, iifowuni zethu, iimoto zethu. Ibumba ikamva lethu, ichaza ngokutsha amashishini ethu, kwaye itshintsha indlela esilibona ngayo ihlabathi. Kodwa yintoni ebangela olu tshintsho? Uthungelwano lwe-neural olunzulu.
Khawube nomfanekiso-ngqondweni. Uvula umnyango kwihlabathi apho oomatshini bacinga, bafunde kwaye bavele. Yile nto ithembisa uqeqesho lwe-"Deep Neural Network" kwi-Coursera. I-adventure. Uphononongo. Uhambo oluya entliziyweni ye-AI.
Ukususela kumanyathelo okuqala, sisityhilelo. Iingqiqo ezintsonkothileyo ziyafikeleleka. Iineurons ezenziweyo? Zikhangeleka njengeenkwenkwezi kumnyele omkhulu, odityaniswe ngamawaka emisonto ekhanyayo. Imodyuli nganye linyathelo. Ukufunyanwa. Ithuba lokuya phambili.
Kwaye ke kukho ukuziqhelanisa. Ngezandla zakho kwikhowudi, uziva unomdla. Wonke umthambo ngumngeni. Iqhina lokucombulula. Kwaye isebenza nini? Luvuyo olungathethekiyo.
Ubuhle bolu qeqesho bubuntu bayo. Uthetha nomntu wonke. Kwabanomdla, kwabanomdla, kwiingcali. Isikhumbuza ukuba i-AI ingaphezu kwayo yonke into eyenzeka ebantwini. Ukufuna ulwazi. Ukunxanelwa izinto ezintsha.
Ukuququmbela? Ukuba ufuna ukuqonda ikamva, ungene kwihlabathi lothungelwano olunzulu lwe-neural. Ngamava. Inguqu. Kwaye olu qeqesho litikiti lakho lokungena.
Usetyenziso olusebenzayo lweenethiwekhi ezinzulu ze-neural
Ubukrelekrele bokwenziwa ayisiyoteknoloji nje. Luguquko oluchukumisa zonke iikona zobomi bethu bemihla ngemihla. Kwaye entliziyweni yolu tshintsho lunxibelelwano olunzulu lwe-neural. Kodwa ezi zakhiwo zintsonkothileyo zibuchaphazela njani ubomi bethu bemihla ngemihla?
Makhe sithathe umzekelo olula: ukuqondwa kwelizwi. Uthetha nomncedisi wakho welizwi, kwaye uyakuphendula. Emva kolu nxibelelwano kukho inethiwekhi ye-neural enzulu ehlalutya, iqonde kwaye iphendule kwilizwi lakho. Ngumlingo, akunjalo?
Kwaye eso sisiqalo nje. Iinethiwekhi ezinzulu ze-neural zikwasetyenziselwa amayeza ukubona izifo kunye neemoto kwiimoto eziziqhubayo. Okanye nakwizobugcisa ukwenza imisebenzi ekhethekileyo. Izinto ezinokwenzeka azinamda.
Uqeqesho lwe-"Deep Neural Network" kwi-Coursera lusithatha uhambo ngokusebenzisa ezi zicelo. Imodyuli nganye kukuphononongwa kwendawo entsha. Ithuba lokubona indlela i-AI etshintsha ngayo ihlabathi elisingqongileyo.
Kodwa inxalenye engcono kuyo yonke le nto? Sonke singabadlali kule revolution. Ngezixhobo ezifanelekileyo kunye nolwazi, ngamnye wethu unokunceda ukubumba ikamva le-AI.
Ngamafutshane, uthungelwano olunzulu lwe-neural ayisiyotekhnoloji nje. Ziyibhulorho eya kwikamva elikrelekrele, eliqhagamshelene ngakumbi nelomntu.
Imingeni kunye neNqobo ezisesikweni zoThungelwano lweNeural enzulu
Ukunyuka kothungelwano olunzulu lwe-neural kuvule ucango lwenkqubela phambili ephawulekayo yezobuchwepheshe. Kodwa njengayo nayiphi na iteknoloji. Iza nesabelo sayo semingeni kunye nemibuzo yokuziphatha.
Okokuqala, kukho umbuzo wokungafihli. Isebenza njani kanye inethiwekhi ye-neural enzulu? Kwabaninzi, yibhokisi emnyama. Ukuba sifuna ukuba ezi zixhobo zamkelwe ngokubanzi, kubalulekile ukucacisa indlela ezisebenza ngayo.
Kuphinde kubekho nocelomngeni lokukhetha icala. Idatha esetyenziselwa ukuqeqesha olu nxibelelwano luhlala lubonisa ukuthambekela okukhoyo. Oku kunokukhokelela kwizigqibo ezizenzekelayo eziqinisa olu calucalulo, kunokuba luthomalalise.
Ukhuseleko lukwayinkxalabo enkulu. Ngokunyuka kokusetyenziswa kwe-neural networks kwiindawo ezibuthathaka. Njengemali okanye impilo, ukuqinisekisa ukhuseleko lwezi nkqubo kubalulekile.
Uqeqesho "lweNeural Neural Network" kwiCoursera alufundisi nje imiba yobugcisa. Ikwajongana nale mibuzo yokuziphatha kwaye ikhuthaze ukucinga nzulu malunga nefuthe lobu buchwepheshe.
Ekugqibeleni, uthungelwano olunzulu lwe-neural lunamandla okuguqula umhlaba wethu ngeendlela ezilungileyo. Kodwa ukuphumeza oku, kufuneka sisondele kubo ngononophelo, isazela nangemfezeko.
