Impembelelo ye-NLP kwikamva lobukrelekrele bokwenziwa
Ukusetyenzwa kolwimi lwendalo (NLP) kugqame njengenye yezinto ezintsha ezinomdla kwiminyaka yakutshanje. Khawufane ucinge okomzuzwana ukwazi ukuncokola nekhompyuter yakho njengoko ubuya kwenza nomhlobo wakho, ngaphandle kwemiqobo yonxibelelwano. Esi sisithembiso se-NLP.
Uqeqesho lwasimahla “lweeModeli zolandelelwano lwe-NLP” kwi-Coursera lungaphezulu nje kwekhosi ye-intanethi. Ngumnyango ovulekileyo wekamva. Inika abafundi bayo ukuntywiliselwa nzulu kwihlabathi elimangalisayo nelinomtsalane le-NLP. Imodyuli nganye linyathelo eliya ekuqondeni obu buchwepheshe sele bubumba ubomi bethu bemihla ngemihla.
Kodwa kutheni kukho imincili engaka malunga ne-NLP? Impendulo ilula: ikuyo yonke indawo. Ngalo lonke ixesha ubuza uSiri ngemozulu okanye usebenzisa ukuguqulelwa koomatshini kwiwebhusayithi, usebenzisana ne-NLP. Yaye amandla ayo makhulu kakhulu. Iinkampani ziye zakuqonda oku kwaye zikhangele ngokukhutheleyo iingcali kwintsimi.
Uqeqesho lwe-Coursera ke lithuba legolide. Yenzelwe abo banomdla wokufunda. Ngubani ophupha ngokushiya uphawu lwabo kwihlabathi letekhnoloji. Izifundo zicacile, zifanelekile kwaye, ngaphezu kwako konke, zimiliselwe kubunyani bemarike yemisebenzi.
Ngamafutshane, i-NLP ayisiyonto nje edlulayo. Lutshintsho oluthe cwaka olwenzeka phambi kwamehlo ethu. Kwaye ngenxa yoqeqesho lwe "NLP Sequence Models", unethuba lokuba yinxalenye yolu hambo. Ke, ukulungele ukuntywila kwixesha elizayo?
Unxibelelwano phakathi kwabantu nekhompyuter: Indlela i-NLP ichaza ngayo ubudlelwane bethu netekhnoloji
Ixesha ledijithali litshintshile indlela esiphila ngayo nesisebenza ngayo. Kodwa umbuzo uhleli: sinokwenza njani ukusebenzisana kwethu noomatshini ngokwendalo, kumanzi ngakumbi? Impendulo ilele kwi-natural language processing (NLP).
I-NLP bubuchwephesha bokusika obuvumela izixhobo zethu ukuba ziqonde, zitolike kwaye ziphendule kwimiyalelo yelizwi lethu. Zihambile intsuku kwafuneka siziqhelanise noomatshini. Namhlanje, ngabo abaqhelana nathi, ulwimi lwethu, neemvakalelo zethu.
Makhe sithathe umzekelo obambekayo. Uhambela kwelinye ilizwe kwaye awuthethi ulwimi lwasekuhlaleni. Enkosi kwi-NLP, i-smartphone yakho inokutolika izivakalisi zakho ngoko nangoko kwaye ikuncede unxibelelane. Ngumlingo, akunjalo?
Kodwa ngaphaya kwezi zicelo zisebenzayo, i-NLP inempembelelo enkulu kuluntu lwethu. Iqhawula imiqobo yolwimi, iququzelele ukufikelela kulwazi kwaye yomeleza amakhonkco phakathi kwabantu. Luphawu lwehlabathi elivuleleke ngakumbi, eliqhagamshelwe ngakumbi.
Nangona kunjalo, ukuqonda i-NLP akukho lula. Le yinkalo enzima efuna izakhono ezikhethekileyo. Kulapho uqeqesho lwe-Coursera “lweeModeli zokulandelelana kwi-NLP” lungena khona. Inika isiseko esiluqilima sokuqonda imiba kunye nemingeni ye-NLP.
Ukuqukumbela, i-NLP ayisiyotekhnoloji nje. Yibhulorho yokwenyani phakathi komntu nomatshini, isithembiso sekamva apho itekhnoloji iya kuba kwinkonzo yethu ngokwenene. Kwaye wena, ngaba ukulungele ukwamkela eli xesha litsha?
Iinqobo zokuziphatha kwihlabathi lokuCwangciswa koLwimi lweNdalo: Imfuneko ebalulekileyo
Ngexesha ledijithali, ukusetyenzwa kolwimi lwendalo (NLP) kuye kwaba yintsika yeteknoloji yanamhlanje. Ukusuka kwii-chatbots ukuya kubancedisi belizwi, i-NLP ikuyo yonke indawo. Uqeqesho "lweeModeli zokulandelelana kwi-NLP" kwi-Coursera lubonelela ngokuqonda kwiindlela ezintsonkothileyo zobu buchwepheshe. Kodwa ngaphaya kwe-algorithms kunye nobuchule, umbuzo uhleli: iphi imigaqo yokuziphatha kuyo yonke le nto?
Nokuba imigaqo yokuziphatha ayijoliswanga ngokuthe ngqo kwinkqubo yoqeqesho. Ihlala isembindini weenkxalabo zoluntu lwe-NLP. Njengabasebenzi abaqeqeshiweyo, kufuneka sibuze imiphumo yezenzo zethu. Iimodeli zethu ziyiqhuba njani idatha? Ngaba banomkhethe? Ngaba bathanda abantu abathile kunabanye?
Uqeqesho lwe-Coursera, nangona lubalaseleyo, sisiqalo. Inika izixhobo zobugcisa eziyimfuneko. Nangona kunjalo, kukuwe ukuba udlulele ngaphaya kobuchwephesha. Ukuzibuza malunga neziphumo zokuziphatha komsebenzi wakho. I-NLP ayisiyotekhnoloji nje; sisixhobo esinamandla esinokuthi, ukuba sisetyenziswe ngokungalunganga, sinokubangela ingozi enkulu kunokulunga.
Ngamafutshane, uqeqesho kwi-NLP lukwathetha ukuzibandakanya kwimbonakalo enzulu yokuziphatha. Kuyaqaphela ukuba umgca ngamnye wekhowudi, yonke imodeli, inefuthe kwihlabathi lokwenyani. Kwaye le mpembelelo kufuneka isoloko ikhokelwe yimigaqo yokuziphatha ephilileyo.
