Uma sikhuluma nge-AI ne-ML, abaningi bethu babefana, abantu abafana nathi abahlanganise lutho nakho. Kodwa siyakunxusa ukuthi ukubhekisise lokhu. Ngaphandle kokuqaphela, uzungezwe i-AI ne-ML ekuphileni kwakho kwansuku zonke. Inani elikhulayo lamagajethi ahlakaniphile lenze cishe yonke indlu yahlakanipha. Ake ngikubonise isibonelo esilula kakhulu sobuhlakani bokwenziwa ekuphileni kwethu kwansuku zonke.
Nsuku zonke sivuka amafoni ethu. Iningi lethu lisebenzisa ukubona ubuso ukuze libavule. Kodwa kwenzeka kanjani lokho? I-Artificial intelligence, kunjalo. Manje usuyabona ukuthi i-AI ne-ML zikhona yonke indawo esizungezile. Siwasebenzisa ngezindlela ezahlukene ngisho singabazi ubukhona bawo. Yebo, lobu buchwepheshe obuyinkimbinkimbi okwenza ukuphila kwethu kube lula.
Esinye isibonelo sempilo yansuku zonke i-imeyili. Njengoba sisebenzisa i-imeyili yethu nsuku zonke, ubuhlakani bokwenziwa buhlunga ama-imeyili ogaxekile kumafolda ethu kagaxekile noma kadoti, okusivumela ukuthi sibuke imilayezo ehlungiwe kuphela. Kulinganiselwa ukuthi umthamo wokuhlunga we-Gmail ungama-99.9%.
Njengoba i-AI ne-ML zivame kakhulu ezimpilweni zethu zonke, ingabe uke wacabanga ukuthi bekungaba kanjani ngempela uma bezihlanganiswa nezinhlelo zokusebenza zeselula esizisebenzisa njalo! Kuzwakala kuthakazelisa, akunjalo? Kodwa iqiniso liwukuthi lokhu sekuvele kusetshenziswe kuzinhlelo zokusebenza eziningi zeselula.
Indlela i-AI ne-ML okufanele ifakwe ngayo kuzinhlelo zokusebenza zeselula
Mayelana nokuthi ungayifaka kanjani i-AI/ML kuhlelo lwakho lokusebenza lweselula, unezinketho ezintathu. Abathuthukisi bezinhlelo zokusebenza zeselula bangasebenzisa ubuhlakani bokwenziwa nokufunda komshini ukuze bathuthukise izinhlelo zabo zokusebenza ngezindlela ezi-3 ezinkulu zokuzenza zisebenze kahle, zihlakaniphe, futhi zisebenziseke kalula.
- Ukubonisana
I-AI isho inqubo yokwenza amakhompyutha axazulule izinkinga ngokusekelwe ekucabangeni kwawo. Isikhungo esifana nalesi sifakazela ukuthi ubuhlakani bokwenziwa bungahlula umuntu ku-chess nokuthi i-Uber ikwazi kanjani ukuthuthukisa imizila ukuze yonge isikhathi sabasebenzisi bohlelo lwayo.
- Isincomo
Embonini yezinhlelo zokusebenza zeselula, lokhu okunye okusetshenziswa kakhulu ukufunda komshini nobuhlakani bokwenziwa. Imikhiqizo ephezulu emhlabeni njenge I-Flipkart, Amazon, Futhi Netflix, phakathi kokunye, benze impumelelo yabo ngokusekelwe ekunikezeni abasebenzisi imininingwane yokuthi yini abazoyidinga ngokulandelayo ngobuchwepheshe obunikwe amandla i-AI.
- Ukuziphatha
Ubuhlakani bokwenziwa bungasetha imingcele emisha ngokufunda ukuziphatha komsebenzisi kuhlelo lokusebenza. Uma othile entshontsha idatha yakho futhi elingisa noma yikuphi okwenziwa ku-inthanethi ngaphandle kolwazi lwakho, isistimu ye-AI ingalandelela lokhu kuziphatha okusolisayo futhi inqamule okwenziwayo khona manjalo.
Kungani i-AI kanye Nokufunda Ngomshini Kuzinhlelo Zokusebenza Zeselula
Kunezizathu ezimbalwa zokufaka ubuhlakani bokwenziwa nokufunda komshini kuhlelo lwakho lokusebenza lweselula. Ayithuthukisi izinga lokusebenza lohlelo lwakho lokusebenza kuphela kodwa futhi ivula umnyango wamathuba ayizigidi zokukhula esikhathini esizayo futhi. Nazi izizathu eziyishumi eziphezulu zokuthi uthuthuke nge-AI ne-ML:
I-1. Ukwenza okuthandwa nguwe
I-algorithm ye-AI eshumekwe kuhlelo lwakho lokusebenza lweselula kufanele ibe nekhono lokuhlaziya nokuhumusha idatha esuka emithonjeni ehlukahlukene, kusukela kumanethiwekhi omphakathi kuya kuzilinganiso zekhredithi, futhi ikhiqize iziphakamiso zawo wonke umsebenzisi. Ingakusiza ufunde:
Hlobo luni lwabasebenzisi onalo?
Yiziphi izinto abazithandayo nabazithandayo?
Yiziphi izabelomali zabo?
Ngokusekelwe kulolu lwazi, ungahlola ukuziphatha komsebenzisi ngamunye futhi ungasebenzisa le datha ekukhangiseni okuqondiwe. Ngokufunda ngomshini, uzokwazi ukunikeza abasebenzisi bakho kanye nabasebenzisi abangaba abasebenzisi ngokuqukethwe okuhlobene kakhulu nokukhangayo futhi udale umbono wokuthi ubuchwepheshe bakho bohlelo lokusebenza obufakwe ku-AI buklanyelwe ngokukhethekile izidingo zabo..
2. Ukusesha okuthuthukile
Ama-algorithm okusesha angathola yonke idatha yomsebenzisi, okuhlanganisa imilando yosesho nezenzo ezijwayelekile. Uma kuhlanganiswe nedatha yokuziphatha nezicelo zosesho, le datha ingasetshenziswa ukukala imikhiqizo namasevisi akho futhi inikeze imiphumela ehambisana kakhulu kumakhasimende. Ukusebenza okuthuthukisiwe kungafinyelelwa ngokuthuthukisa izici ezifana nokusesha ngokuthinta noma ngokuhlanganisa ukusesha ngezwi. Abasebenzisi bohlelo lokusebenza bathola ukusesha kwe-AI ne-ML ngendlela enomongo kanye nenembile. Ngokuya ngemibuzo eyingqayizivele evezwa abasebenzisi, ama-algorithms abeka phambili imiphumela ngokufanele.
3. Ukubikezela ukuziphatha komsebenzisi
Abakhangisi bangazuza kakhulu ekuthuthukisweni kohlelo lokusebenza olunikwe amandla i-AI ne-ML ngokuzuza ukuqonda okujulile kwezintandokazi nokuziphatha kwabasebenzisi ngokusekelwe kudatha efana nobulili, ubudala, indawo, ukusetshenziswa kwezinhlelo zokusebenza, imilando yosesho, njll. Imizamo yakho yokumaketha izosebenza kangcono. uma ulazi lolu lwazi.
4. Izikhangiso ezihambisana kakhulu
Okuwukuphela kwendlela yokunqoba umncintiswano kule makethe yabathengi ehlala ikhula ukwenza ngendlela oyifisayo yonke isipiliyoni somsebenzisi. Izinhlelo zokusebenza zeselula ezisebenzisa i-ML zingasusa inqubo yokuphazamisa abasebenzisi ngokubathula ngezinto namasevisi abangenantshisekelo kuwo. Kunalokho, ungenza izikhangiso eziheha okuthandwayo nezidingo ezihlukile zomsebenzisi ngamunye. Namuhla, izinkampani ezithuthukisa izinhlelo zokusebenza zokufunda ngomshini ziyakwazi ukuhlanganisa idatha ngobuhlakani, zonga kokubili isikhathi nemali echithwe ekukhangiseni okungafanelekile kanye nokuthuthukisa isithunzi somkhiqizo.
5. Izinga lokuphepha elingcono
Ngaphandle kokuba ithuluzi elinamandla lokumaketha, ukufunda ngomshini nobuhlakani bokwenziwa nakho kunganika amandla okuzenzakalelayo nokuphepha kwezinhlelo zokusebenza zeselula. Idivayisi ehlakaniphile enomsindo nesithombe ebonwayo ivumela abasebenzisi ukuthi bahlele ulwazi lwabo lwebhayomethrikhi njengesinyathelo sokuqinisekisa ukuphepha. Ubumfihlo nokuvikeleka kuwukukhathazeka okukhulu kwawo wonke umuntu. Ngakho-ke bahlala bekhetha uhlelo lokusebenza lweselula lapho yonke imininingwane yabo iphephile futhi ivikelekile futhi. Ngakho ukunikeza ileveli yokuphepha ethuthukisiwe kuyinzuzo.
6. Ukuqashelwa ubuso
U-Apple wethule uhlelo lokuqala lwe-ID yobuso ngo-2017 ukukhulisa ukuphepha nokwaneliseka kwabasebenzisi. Esikhathini esidlule, ukuqashelwa kobuso kwakunezinkinga eziningi, njengokuzwela ukukhanya, futhi kwakungakwazi ukubona noma ubani uma ukubukeka kwakhe kushintsha, njengokuthi ubeka izibuko noma ukhulise intshebe. I-Apple iPhone X ine-algorithm yokuqaphela ubuso esekwe ku-AI ehlanganiswe nehardware ye-Apple eyinkimbinkimbi. I-AI ne-ML zisebenza ngokubonwa kobuso ezinhlelweni zokusebenza zeselula ngokusekelwe kusethi yezici ezigcinwe kusizindalwazi. Isofthiwe esebenza nge-AI ingasesha ngokushesha izizindalwazi zobuso futhi iqhathanise nobuso obubodwa noma ngaphezulu obutholwe endaweni yesehlakalo. Ngakho-ke, iza nezici ezithuthukisiwe nokusebenza. Ngakho manje, abasebenzisi bangasebenzisa kalula isici sokubonwa kobuso kuhlelo lwabo lokusebenza lweselula ngokunganaki ukubukeka kwabo.
7. Ama-Chatbots nezimpendulo ezizenzakalelayo
Namuhla iningi lezinhlelo zokusebenza zeselula zisebenzisa ama-chatbot anamandla e-AI ukunikeza ukwesekwa okusheshayo kumakhasimende azo. Lokhu empeleni kungonga isikhathi futhi izinkampani zinganqamula ubunzima bethimba elisekela amakhasimende ekuphenduleni imibuzo ephindaphindiwe. Ukwakha i-chatbot ye-AI kuzokusiza ukuthi uphakele imibuzo evame ukubuzwa kanye nemibuzo okungenzeka kakhulu kuhlelo lwakho lokusebenza lweselula. Ukuze noma nini lapho ikhasimende liphakamisa umbuzo, i-chatbot ingakwazi ukuphendula okufanayo ngokushesha.
8. Abahumushi bezilimi
Abahumushi abanikwe amandla i-AI bangahlanganiswa nezinhlelo zakho zokusebenza zeselula ngosizo lobuchwepheshe be-AI. Ngisho noma kukhona inani labahumushi bezilimi abatholakalayo emakethe, isici esiza abahumushi abanikwe amandla i-AI ukuthi bahluke kubo asilutho ngaphandle kwekhono labo lokusebenza ngokungaxhunyiwe ku-inthanethi. Ungakwazi ukuhumusha ngokushesha noma yiluphi ulimi ngesikhathi sangempela ngaphandle kokukhathazeka okuningi. Futhi, izilimi zesigodi ezihlukahlukene zolimi oluthile zingabonakala futhi zingahunyushwa ngempumelelo olimini olufunayo.
9. Ukutholwa kwenkohliso
Zonke izimboni, ikakhulukazi zamabhange nezezimali, zikhathazekile ngamacala okukhwabanisa. Le nkinga ixazululwa ngokusebenzisa ukufunda ngomshini, okunciphisa ukuzenzakalelayo kwemali mboleko, ukuhlola ukukhwabanisa, ukukhwabanisa kwekhadi lesikweletu, nokunye. Amaphuzu esikweletu akusiza futhi ukuthi uhlole ikhono lomuntu lokubuyisela imali ebolekiwe nokuthi kuyingozi kangakanani ukumnika.
10. Ulwazi lomsebenzisi
Ukusetshenziswa kwezinsizakalo zokuthuthukiswa kwe-AI kwenza kube lula ukuthi izinhlangano zinikeze uhla lwezici namasevisi kumakhasimende azo. Lokhu ngokwakho kuheha amakhasimende kuhlelo lwakho lokusebenza lweselula. Abantu bahlala behambela izinhlelo zokusebenza zeselula ezinezici ezimbalwa ezinobunzima obuncane. Ukunikeza ulwazi olungcono lomsebenzisi kuzofinyelela ibhizinisi lakho kangcono futhi ngalokho ukusebenzelana komsebenzisi kuzosheshiswa.
Bheka imiphumela yalolu hlelo lokuhlanganisa
Kuqinisekile ukuthi ukungeza isici esengeziwe noma ubuchwepheshe obuthuthukisiwe kuhlelo lokusebenza lweselula kuzokubiza kakhulu ngesikhathi sokuthuthukisa. Izindleko zokuthuthukiswa zilingana ngokuqondile nezici ezithuthukisiwe eziqoqwe kuhlelo lokusebenza. Ngakho-ke, ngaphambi kokusebenzisa imali, kufanele ukhathazeke ngomphumela ozowukhiqiza. Nazi izinzuzo ze-AI ne-ML kuhlelo lwakho lokusebenza leselula:
- Ubuhlakani bokwenziwa bungakusiza ukuthi uqedele imisebenzi ephindaphindwayo ngokushesha okukhulu
- Ukunemba nokuphelela
- Okwenziwa ngamakhasimende okuthuthukisiwe
- Ukusebenzisana okuhlakaniphile nabasebenzisi
- Ukugcinwa kwamakhasimende.
Amapulatifomu aphezulu akuvumela ukuthi uthuthukise izinhlelo zokusebenza zeselula nge-AI ne-ML
Bona ukuthi i-AI ne-ML zisetshenziswa kanjani ezinhlelweni zokusebenza zeselula esizisebenzisa nsuku zonke
The Zomato inkundla yakhe amamodeli okufunda omshini amaningana ukuze ibhekane nezinselele ezihlukahlukene zesikhathi sangempela ezifana nokwenza imenyu kudijithali, ukufakwa kuhlu kwekhasi eliyisiqalo lomuntu siqu, ukubikezela isikhathi sokulungiselela ukudla, ukuthuthukisa ukutholwa komgwaqo, ukuthunyelwa komshayeli nozakwethu osebenzayo, ukuhlolwa kokuhlolwa komshayeli nozakwethu, ukuthobela, kanye Okuningi.
Uber inikeza abasebenzisi bayo isikhathi sokufika esilinganiselwe (i-ETA) nezindleko ezisekelwe ekufundeni komshini.
Lungiselela Ukufaneleka wuhlelo lokusebenza lwezemidlalo oluhlinzeka ngezinhlelo zokujima ezihambisana nawe ezisuselwe kudatha yofuzo nenzwa.
Bobabili Amazon futhi I-Netflix's indlela eyela ngasocansini incike embonweni ofanayo wokufunda komshini ukuze unikeze izincomo ezenzelwe wonke umuntu.
Manje iSigosoft ingasebenzisa amandla e-AI/ML ezinhlelweni zayo zokusebenza zeselula - Ake sithole ukuthi kanjani futhi kuphi!
Lapha kwa-Sigosoft, sithuthukisa inhlobonhlobo yezinhlelo zokusebenza zeselula ezifanela uhlobo lwebhizinisi lakho. Zonke lezi zinhlelo zokusebenza zeselula zithuthukiswa ngendlela yokuthi zifaka phakathi ubuchwepheshe beselula obuphambili kakhulu nobesimanje. Ukuze sinikeze amakhasimende ethu umuzwa ongcono kakhulu futhi sisheshise imali yawo engenayo, sihlanganisa i-AI ne-ML kuwo wonke ama-app omakhalekhukhwini esiwakhayo.
Izinkundla ze-OTT nezinhlelo zokusebenza zeselula ze-e-commerce ziyahola uma kuziwa ekuhlanganiseni i-AI nokufunda ngomshini. Lezi yizizinda ezivame kakhulu lapho kusetshenziswa i-AI/ML. Noma ngabe ukuliphi ibhizinisi, izinjini zokuncoma zidlala indima ebalulekile. Ubuhlakani bokwenziwa kanye nokufunda komshini kubalulekile.
Ukuze izinhlelo zokusebenza zeselula ze-e-commerce, ukuze sethule abasebenzisi bethu iziphakamiso zomkhiqizo eziwusizo, sisebenzisa amasu e-AI ne-ML.
Uma kukhulunywa ngezinkundla ze-OTT, sisebenzisa lobu buchwepheshe ngenjongo efanayo ncamashi - izincomo. Amasu esiwasebenzisayo ahloselwe ukubandakanya abasebenzisi ngemibukiso nezinhlelo abazithandayo.
In izinhlelo zokusebenza zeselula ze-telemedicine, sisebenzisa i-AI ne-ML ukuze silandelele izimo ezingalapheki zesiguli ngokusekelwe kudatha eqoqiwe.
In izinhlelo zokusebenza zokulethwa kokudla, lobu buchwepheshe busetshenziselwa ukusetshenziswa okuningana njengokulandelela indawo, ukufakwa kuhlu kwezindawo zokudlela ngokuya ngokuthanda komuntu, ukubikezela isikhathi sokulungiselela ukudla, nokunye okuningi.
Izinhlelo zokusebenza ze-E-learning thembela kakhulu kubuhlakani bokwenziwa nokufunda komshini ukuze ukhiqize okuqukethwe okuhlakaniphile futhi unikeze ukufunda komuntu siqu.
Amazwi Okugcina,
Kuyacaca ukuthi i-AI ne-ML ingasenzela lukhulu kuzo zonke izici. Ukuba nobuhlakani bokwenziwa nokufunda komshini njengengxenye yohlelo lwakho lokusebenza lweselula kungavula inqwaba yamathuba ukuze uthuthuke. Futhi, ngokulandelayo, ukwandisa ukukhiqizwa kwemali. Ubuhlakani bokwenziwa nokufunda komshini ngokungangabazeki kuzodlala indima ebalulekile ezinhlelweni zokusebenza zeselula ezizayo. Kwenze manje futhi uhlole umhlaba wamathuba. Lapha ku Sigosoft, ungathuthukisa izinhlelo zokusebenza zeselula ezilingana nesabelomali sakho nazo zonke izici ezithuthukisiwe ezihlanganiswe kuzo. Xhumana nathi futhi uthole ulwazi olufanele ngokuphelele ukuthuthukiswa kohlelo lokusebenza lweselula izinqubo zephrojekthi yakho elandelayo.