Umthelela we-NLP kukusasa lobuhlakani bokwenziwa
Ukucutshungulwa kolimi lwemvelo (NLP) kugqama njengenye yezinto ezintsha ezithakazelisa kakhulu zeminyaka yakamuva. Ake ucabange isikhashana ukwazi ukuxoxa nekhompyutha yakho njengoba ubungenza nomngane, ngaphandle kwezithiyo zokuxhumana. Lesi isithembiso se-NLP.
Ukuqeqeshwa kwamahhala kwe-“NLP Sequence Models” ku-Coursera kungaphezu nje kwesifundo esiku-inthanethi. Ungumnyango ovulekile wekusasa. Inikeza abafundi bayo ukucwiliswa okujulile emhlabeni ongaqondakali nohehayo we-NLP. Imojula ngayinye iyisinyathelo esibheke ekubambeni kahle lobu buchwepheshe osebuvele bulolonga izimpilo zethu zansuku zonke.
Kepha kungani kunesasasa elingaka nge-NLP? Impendulo ilula: ikhona yonke indawo. Ngaso sonke isikhathi uma ucela isimo sezulu ku-Siri noma usebenzisa ukuhumusha ngomshini kuwebhusayithi, uxhumana ne-NLP. Futhi amandla ayo makhulu. Izinkampani zikuqondile lokhu futhi zifuna ochwepheshe kulo mkhakha.
Ngakho-ke ukuqeqeshwa kwe-Coursera kuyithuba elihle. Yenzelwe labo abazimisele ukufunda. Abaphupha ngokushiya uphawu lwabo emhlabeni wezobuchwepheshe. Izifundo zicacile, zifanelekile futhi, ngaphezu kwakho konke, zigxile eqinisweni lemakethe yemisebenzi.
Ngamafuphi, i-NLP ayiwona nje umkhuba odlulayo. Uguquko buthule olwenzeka phambi kwamehlo ethu. Futhi ngenxa yokuqeqeshwa kwe-“NLP Sequence Models”, unethuba lokuba yingxenye yalolu hambo. Ngakho-ke, ulungele ukucwila esikhathini esizayo?
Ukusebenzisana komuntu namakhompyutha: I-NLP ibuchaza kanjani kabusha ubudlelwano bethu nobuchwepheshe
Inkathi yedijithali ishintshile indlela esiphila ngayo nesisebenza ngayo. Kodwa umbuzo osalayo: singakwenza kanjani ukusebenzisana kwethu nemishini kube ngokwemvelo, kuketshezi okwengeziwe? Impendulo ilele ekucutshungulweni kolimi lwemvelo (NLP).
I-NLP lobu buchwepheshe obusezingeni eliphezulu obuvumela amadivayisi ethu ukuthi aqonde, atolike futhi aphendule imiyalo yethu yezwi. Sezadlula izinsuku lapho sekumele sizijwayeze nemishini. Namuhla, yibo abavumelana nathi, ulimi lwethu, nemizwa yethu.
Ake sithathe isibonelo esiphathekayo. Uya phesheya futhi awukhulumi ulimi lwendawo. Ngenxa ye-NLP, i-smartphone yakho ingahumusha imisho yakho ngokushesha futhi ikusize uxhumane. Kuwumlingo, akunjalo?
Kepha ngale kwalezi zinhlelo zokusebenza ezisebenzayo, i-NLP inomthelela omkhulu emphakathini wethu. Idiliza imigoqo yolimi, yenze kube lula ukufinyelela olwazini futhi iqinise ukuxhumana phakathi kwabantu ngabanye. Kuwuphawu lwezwe elivuleke kakhulu, elixhumeke kakhulu.
Kodwa-ke, ukufunda i-NLP akuyona into elula. Lona umkhakha oyinkimbinkimbi odinga amakhono akhethekile. Kulapho ukuqeqeshwa kwe-Coursera "Amamodeli Okulandelana ku-NLP" kungena khona. Inikeza isisekelo esiqinile sokuqonda izingqinamba nezinselelo ze-NLP.
Sengiphetha, i-NLP akuyona nje ubuchwepheshe. Kuyibhuloho langempela phakathi komuntu nomshini, isithembiso sekusasa lapho ubuchwepheshe buzoba senkonzweni yethu ngempela. Futhi wena, ingabe usukulungele ukwamukela le nkathi entsha?
Izimiso Zokuziphatha emhlabeni Wokucutshungulwa Kolimi Lwemvelo: Isidingo esibalulekile
Esikhathini sedijithali, ukucutshungulwa kolimi lwemvelo (NLP) sekuphenduke insika yobuchwepheshe besimanje. Kusukela kuma-chatbots kuya kubasizi bezwi, i-NLP ikhona yonke indawo. Ukuqeqeshwa kwe-“Sequence Models in NLP” ku-Coursera kunikeza ukuqonda ngezinqubo eziyinkimbinkimbi zalobu buchwepheshe. Kodwa ngale kwama-algorithms namasu, umbuzo usasele: izimiso zokuziphatha zilele kuphi kukho konke lokhu?
Noma ngabe izimiso zokuziphatha azikhulunywanga ngqo ohlelweni lokuqeqesha. Kuhlala kusenhliziyweni yokukhathazeka komphakathi we-NLP. Njengabachwepheshe, kufanele singabaze imiphumela yezenzo zethu. Amamodeli ethu ayicubungula kanjani idatha? Ingabe bachemile? Ingabe bathanda abantu abathile kunabanye?
Ukuqeqeshwa kuka-Coursera, nakuba kuhle kakhulu, kuyisiqalo. Inikeza amathuluzi obuchwepheshe adingekayo. Nokho, kukuwe ukuthi udlulele ngale kwesici sobuchwepheshe. Ukuzibuza mayelana nemithelela yesimilo somsebenzi wakho. I-NLP akuwona nje ubuchwepheshe; iyithuluzi elinamandla okuthi, uma lisetshenziswe ngokungalungile, lingabangela umonakalo omkhulu kunokuhle.
Kafushane, ukuqeqeshwa ku-NLP kuphinde kusho ukuzibandakanya ekuzibonakaliseni okujulile kokuziphatha. Kuyaqaphela ukuthi wonke umugqa wekhodi, yonke imodeli, inomthelela emhlabeni wangempela. Futhi lo mthelela kumele uhlale uqondiswa izimiso zokuziphatha eziphusile.
